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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF2S3 is not prognostic in Kidney Chromophobe (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
39.1
Number of samples
64
Samples
Sample
Description
TPM
TCGA-KN-8427-01A
0 years, male, white, stage:Stage IV, alive, 30 days
115.6
TCGA-KL-8339-01A
0 years, male, white, stage:Stage IV, dead, 855 days
70.2
TCGA-KN-8435-01A
0 years, male, white, stage:Stage II, alive, 3498 days
68.0
TCGA-KL-8341-01A
0 years, male, asian, stage:Stage IV, dead, 754 days
62.0
TCGA-KN-8428-01A
0 years, male, white, stage:Stage II, dead, 1590 days
59.8
TCGA-KL-8344-01A
0 years, male, white, stage:Stage III, alive, 876 days
57.6
TCGA-KM-8442-01A
0 years, male, stage:Stage II, alive, 1437 days
56.6
TCGA-KO-8417-01A
0 years, female, white, stage:Stage I, alive, 2815 days
55.3
TCGA-KL-8325-01A
0 years, female, white, stage:Stage II, dead, 725 days
54.1
TCGA-KN-8436-01A
0 years, male, white, stage:Stage II, alive, 1288 days
53.7
TCGA-KN-8429-01A
0 years, female, white, stage:Stage III, alive, 2650 days
52.0
TCGA-KM-8441-01A
0 years, female, white, stage:Stage I, alive, 876 days
51.4
TCGA-KL-8333-01A
0 years, male, white, stage:Stage II, alive, 2991 days
51.4
TCGA-KO-8404-01A
0 years, male, white, stage:Stage IV, dead, 325 days
51.3
TCGA-KN-8418-01A
0 years, female, white, stage:Stage II, alive, 3935 days
50.1
TCGA-KN-8433-01A
0 years, female, white, stage:Stage III, alive, 341 days
49.5
TCGA-KO-8406-01A
0 years, female, white, stage:Stage I, alive, 3145 days
49.4
TCGA-KO-8411-01A
0 years, male, white, stage:Stage I, alive, 3958 days
47.7
TCGA-KM-8639-01A
0 years, male, white, stage:Stage I, alive, 953 days
46.1
TCGA-KN-8432-01A
0 years, female, white, stage:Stage II, alive, 76 days
44.6
TCGA-KN-8424-01A
0 years, female, white, stage:Stage I, alive, 1983 days
44.3
TCGA-KL-8334-01A
0 years, female, white, stage:Stage III, alive, 2949 days
44.2
TCGA-KN-8423-01A
0 years, male, white, stage:Stage I, alive, 788 days
44.1
TCGA-KL-8329-01A
0 years, female, asian, stage:Stage I, alive, 2752 days
42.8
TCGA-KL-8326-01A
0 years, male, white, stage:Stage III, alive, 3322 days
42.3
TCGA-KN-8421-01A
0 years, female, white, stage:Stage II, alive, 2674 days
41.2
TCGA-KL-8323-01A
0 years, female, white, stage:Stage III, dead, 1158 days
40.8
TCGA-KN-8437-01A
0 years, female, white, stage:Stage I, alive, 3068 days
38.9
TCGA-KO-8410-01A
0 years, female, white, stage:Stage I, alive, 3136 days
37.9
TCGA-KL-8330-01A
0 years, female, black or african american, stage:Stage II, alive, 3304 days
37.6
TCGA-KL-8337-01A
0 years, male, black or african american, stage:Stage II, alive, 1364 days
37.0
TCGA-KL-8336-01A
0 years, female, white, stage:Stage IV, dead, 920 days
36.7
TCGA-KL-8345-01A
0 years, male, white, stage:Stage III, alive, 1665 days
34.3
TCGA-KM-8440-01A
0 years, male, black or african american, stage:Stage III, alive, 1366 days
34.2
TCGA-KN-8425-01A
0 years, male, white, stage:Stage I, alive, 3179 days
33.1
TCGA-KO-8413-01A
0 years, male, white, stage:Stage I, alive, 3038 days
32.9
TCGA-KL-8335-01A
0 years, male, white, stage:Stage III, alive, 2815 days
32.8
TCGA-KL-8331-01A
0 years, female, white, stage:Stage II, alive, 3010 days
32.4
TCGA-KO-8407-01A
0 years, male, white, stage:Stage II, alive, 2820 days
32.3
TCGA-KM-8477-01A
0 years, male, white, stage:Stage I, alive, 1553 days
30.6
TCGA-KO-8405-01A
0 years, male, white, stage:Stage III, alive, 3056 days
30.4
TCGA-KO-8408-01A
0 years, male, white, stage:Stage III, dead, 507 days
30.3
TCGA-KO-8414-01A
0 years, female, white, stage:Stage II, alive, 3212 days
30.2
TCGA-KM-8438-01A
0 years, female, white, stage:Stage II, alive, 4622 days
30.0
TCGA-KN-8434-01A
0 years, female, white, stage:Stage II, alive, 1797 days
29.9
TCGA-KL-8340-01A
0 years, male, white, stage:Stage II, alive, 2024 days
29.3
TCGA-KL-8342-01A
0 years, female, white, stage:Stage II, alive, 2248 days
28.8
TCGA-KL-8328-01A
0 years, male, white, stage:Stage II, alive, 3127 days
28.5
TCGA-KO-8403-01A
0 years, male, white, stage:Stage I, alive, 3208 days
27.8
TCGA-KM-8439-01A
0 years, male, white, stage:Stage I, alive, 708 days
27.0
TCGA-KO-8416-01A
0 years, male, white, stage:Stage III, alive, 2752 days
25.7
TCGA-KN-8431-01A
0 years, female, stage:Stage II, alive, 588 days
25.2
TCGA-KO-8415-01A
0 years, female, white, stage:Stage I, alive, 2939 days
25.1
TCGA-KM-8443-01A
0 years, male, white, stage:Stage II, alive, 1520 days
25.0
TCGA-KL-8324-01A
0 years, female, white, stage:Stage II, alive, 4676 days
24.8
TCGA-KL-8327-01A
0 years, female, white, stage:Stage I, alive, 4169 days
23.6
TCGA-KL-8332-01A
0 years, male, white, stage:Stage I, alive, 2582 days
23.3
TCGA-KL-8343-01A
0 years, male, white, stage:Stage III, dead, 2172 days
22.7
TCGA-KN-8426-01A
0 years, male, white, stage:Stage IV, alive, 108 days
22.6
TCGA-KN-8419-01A
0 years, male, black or african american, stage:Stage II, alive, 714 days
21.9
TCGA-KM-8476-01A
0 years, male, white, stage:Stage I, alive, 3745 days
20.8
TCGA-KL-8346-01A
0 years, male, white, stage:Stage II, alive, 1897 days
20.1
TCGA-KO-8409-01A
0 years, male, white, stage:Stage II, alive, 3180 days
18.8
TCGA-KL-8338-01A
0 years, male, white, stage:Stage III, alive, 2633 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF2S3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
84.5
Number of samples
521
Samples
Sample
Description
TPM
TCGA-A3-3382-01A
0 years, male, white, stage:Stage I, alive, 574 days
370.3
TCGA-B0-5113-01A
0 years, female, white, stage:Stage III, alive, 1175 days
205.2
TCGA-EU-5905-01A
0 years, female, white, stage:Stage I, alive, 119 days
205.2
TCGA-CZ-4860-01A
0 years, male, white, stage:Stage IV, dead, 206 days
200.2
TCGA-CZ-5465-01A
0 years, female, stage:Stage III, dead, 2564 days
193.3
TCGA-B4-5835-01A
0 years, female, white, stage:Stage I, alive, 16 days
178.7
TCGA-CW-5580-01A
0 years, female, white, stage:Stage IV, dead, 1964 days
176.9
TCGA-AK-3445-01A
0 years, male, white, stage:Stage III, alive, 2392 days
173.8
TCGA-B0-5097-01A
0 years, female, white, stage:Stage III, alive, 665 days
172.1
TCGA-CJ-4899-01A
0 years, male, asian, stage:Stage I, alive, 1528 days
163.4
TCGA-DV-5567-01A
0 years, female, black or african american, stage:Stage I, alive, 2004 days
156.3
TCGA-CZ-4861-01A
0 years, male, white, stage:Stage II, dead, 446 days
156.0
TCGA-CW-5583-01A
0 years, female, white, stage:Stage I, alive, 2489 days
154.7
TCGA-CJ-6028-01A
0 years, male, white, stage:Stage IV, dead, 1625 days
153.9
TCGA-AK-3431-01A
0 years, female, white, stage:Stage II, dead, 2241 days
152.1
TCGA-AK-3436-01A
0 years, male, white, stage:Stage IV, alive, 3331 days
147.6
TCGA-CJ-4897-01A
0 years, female, white, stage:Stage III, alive, 3341 days
145.1
TCGA-BP-4967-01A
0 years, male, white, stage:Stage III, alive, 205 days
145.1
TCGA-BP-4790-01A
0 years, male, white, stage:Stage I, dead, 1111 days
142.8
TCGA-B2-5635-01A
0 years, male, white, stage:Stage I, alive, 755 days
140.8
TCGA-CW-5588-01A
0 years, female, white, stage:Stage I, alive, 2017 days
139.6
TCGA-BP-4164-01A
0 years, female, white, stage:Stage III, dead, 992 days
138.9
TCGA-BP-4781-01A
0 years, male, white, stage:Stage I, alive, 2080 days
138.3
TCGA-CZ-5986-01A
0 years, male, white, stage:Stage I, alive, 373 days
137.4
TCGA-CW-5590-01A
0 years, male, white, stage:Stage IV, dead, 1075 days
136.6
TCGA-DV-5575-01A
0 years, female, white, stage:Stage I, alive, 1729 days
136.0
TCGA-CJ-4639-01A
0 years, female, white, stage:Stage II, alive, 3229 days
134.2
TCGA-B0-5693-01A
0 years, female, white, stage:Stage I, alive, 4074 days
133.8
TCGA-CZ-5984-01A
0 years, male, white, stage:Stage I, alive, 2067 days
132.3
TCGA-BP-4353-01A
0 years, male, white, stage:Stage I, dead, 375 days
131.9
TCGA-A3-3372-01A
0 years, male, white, stage:Stage III, alive, 735 days
131.7
TCGA-B0-5110-01A
0 years, female, white, stage:Stage I, alive, 2009 days
130.9
TCGA-B0-5691-01A
0 years, female, white, stage:Stage I, alive, 3431 days
130.7
TCGA-BP-4763-01A
0 years, female, white, stage:Stage I, dead, 1270 days
130.7
TCGA-BP-4176-01A
0 years, male, white, stage:Stage I, alive, 1955 days
130.0
TCGA-BP-4976-01A
0 years, male, white, stage:Stage I, alive, 1632 days
130.0
TCGA-B0-5098-01A
0 years, female, black or african american, stage:Stage I, dead, 1584 days
130.0
TCGA-A3-3358-01A
0 years, female, white, stage:Stage I, alive, 1307 days
129.1
TCGA-B4-5838-01A
0 years, male, white, stage:'--, alive, 166 days
128.1
TCGA-B4-5377-01A
0 years, female, white, stage:Stage IV, alive, 365 days
127.5
TCGA-B4-5832-01A
0 years, male, white, stage:Stage III, alive, 155 days
126.7
TCGA-B0-4701-01A
0 years, female, white, stage:Stage IV, dead, 238 days
126.7
TCGA-CJ-4886-01A
0 years, female, white, stage:Stage I, alive, 1952 days
126.5
TCGA-BP-4974-01A
0 years, male, white, stage:Stage IV, dead, 211 days
126.5
TCGA-A3-3352-01A
0 years, male, white, stage:Stage III, dead, 561 days
126.0
TCGA-B0-5116-01A
0 years, male, white, stage:Stage III, alive, 1274 days
125.5
TCGA-B2-5633-01A
0 years, male, white, stage:Stage I, alive, 963 days
124.9
TCGA-CJ-5681-01A
0 years, female, white, stage:Stage IV, dead, 552 days
124.3
TCGA-BP-4775-01A
0 years, female, white, stage:Stage I, alive, 1843 days
124.1
TCGA-A3-3306-01A
0 years, male, white, stage:Stage I, alive, 1120 days
124.0
TCGA-BP-4343-01A
0 years, male, white, stage:Stage III, dead, 1912 days
123.9
TCGA-BP-4972-01A
0 years, female, white, stage:Stage III, alive, 1502 days
123.0
TCGA-A3-3349-01A
0 years, female, white, stage:Stage I, alive, 1385 days
121.8
TCGA-CZ-5989-01A
0 years, male, white, stage:Stage II, alive, 1905 days
121.7
TCGA-CZ-5461-01A
0 years, male, white, stage:Stage IV, dead, 330 days
121.5
TCGA-B0-5705-01A
0 years, female, white, stage:Stage I, alive, 4537 days
121.4
TCGA-BP-4987-01A
0 years, female, asian, stage:Stage I, alive, 1124 days
121.4
TCGA-A3-3347-01A
0 years, female, white, stage:Stage III, dead, 1610 days
120.8
TCGA-CZ-4854-01A
0 years, male, white, stage:Stage I, dead, 1404 days
120.0
TCGA-A3-3385-01A
0 years, female, white, stage:Stage I, alive, 1993 days
119.5
TCGA-B8-5553-01A
0 years, female, white, stage:Stage I, alive, 435 days
119.3
TCGA-CW-5591-01A
0 years, male, white, stage:Stage IV, alive, 2271 days
118.3
TCGA-CJ-4635-01A
0 years, male, white, stage:Stage I, alive, 1416 days
118.1
TCGA-B8-5159-01A
0 years, female, white, stage:Stage I, alive, 722 days
117.9
TCGA-A3-3320-01A
0 years, female, white, stage:Stage I, alive, 1508 days
117.8
TCGA-B8-5163-01A
0 years, female, white, stage:Stage III, alive, 822 days
117.3
TCGA-A3-3346-01A
0 years, male, white, stage:Stage I, dead, 137 days
117.1
TCGA-BP-5004-01A
0 years, male, white, stage:Stage I, alive, 1126 days
116.0
TCGA-B0-4710-01A
0 years, female, white, stage:Stage III, alive, 1755 days
115.6
TCGA-B0-4846-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
115.3
TCGA-CW-6097-01A
0 years, male, white, stage:Stage III, dead, 571 days
114.8
TCGA-B4-5378-01A
0 years, male, white, stage:Stage I, alive, 175 days
114.8
TCGA-A3-3370-01A
0 years, female, white, stage:Stage I, alive, 2274 days
114.7
TCGA-B0-5713-01A
0 years, female, white, stage:Stage III, alive, 2782 days
114.5
TCGA-B8-5165-01A
0 years, male, white, stage:Stage I, alive, 737 days
114.5
TCGA-BP-4177-01A
0 years, male, white, stage:Stage I, alive, 1670 days
114.5
TCGA-B0-5120-01A
0 years, female, white, stage:Stage I, alive, 1169 days
114.1
TCGA-B0-5402-01A
0 years, male, white, stage:Stage IV, alive, 1290 days
114.0
TCGA-CJ-4643-01A
0 years, female, white, stage:Stage II, alive, 1793 days
113.8
TCGA-B0-4814-01A
0 years, male, white, stage:Stage IV, dead, 168 days
113.7
TCGA-BP-4330-01A
0 years, female, black or african american, stage:Stage III, alive, 1888 days
113.4
TCGA-A3-3308-01A
0 years, female, white, stage:Stage III, alive, 16 days
113.4
TCGA-CJ-4903-01A
0 years, male, white, stage:Stage I, alive, 1560 days
113.2
TCGA-BP-5186-01A
0 years, female, white, stage:Stage I, alive, 693 days
112.4
TCGA-CJ-5686-01A
0 years, female, white, stage:Stage I, alive, 2038 days
112.2
TCGA-A3-3367-01A
0 years, male, white, stage:Stage I, alive, 2270 days
112.2
TCGA-BP-4762-01A
0 years, male, white, stage:Stage I, dead, 1343 days
112.0
TCGA-B8-4143-01A
0 years, female, white, stage:Stage IV, dead, 709 days
111.8
TCGA-BP-4795-01A
0 years, female, white, stage:Stage I, alive, 620 days
111.4
TCGA-A3-3362-01A
0 years, female, white, stage:Stage I, alive, 1559 days
111.1
TCGA-B0-5812-01A
0 years, male, white, stage:Stage I, alive, 3834 days
110.6
TCGA-B0-5701-01A
0 years, male, white, stage:Stage III, alive, 2461 days
110.3
TCGA-A3-3387-01A
0 years, male, white, stage:Stage I, alive, 617 days
110.2
TCGA-CZ-5467-01A
0 years, female, white, stage:Stage III, dead, 73 days
110.0
TCGA-CJ-4874-01A
0 years, female, white, stage:Stage I, alive, 2283 days
109.9
TCGA-B0-5695-01A
0 years, female, white, stage:Stage I, alive, 2150 days
109.7
TCGA-CZ-5985-01A
0 years, male, white, stage:Stage II, alive, 1997 days
109.6
TCGA-B0-5119-01A
0 years, female, white, stage:Stage I, alive, 1552 days
109.5
TCGA-AK-3428-01A
0 years, male, white, stage:Stage III, alive, 3728 days
109.2
TCGA-B0-4698-01A
0 years, male, white, stage:Stage IV, dead, 42 days
109.2
TCGA-BP-5181-01A
0 years, female, white, stage:Stage I, alive, 1495 days
108.7
TCGA-B8-A54K-01A
0 years, male, black or african american, stage:Stage I, alive, 469 days
108.6
TCGA-CZ-5463-01A
0 years, male, white, stage:Stage II, alive, 662 days
108.6
TCGA-BP-4965-01A
0 years, male, white, stage:Stage I, alive, 1871 days
107.9
TCGA-B0-5699-01A
0 years, male, white, stage:Stage I, alive, 3841 days
107.8
TCGA-BP-4986-01A
0 years, male, white, stage:Stage I, alive, 785 days
107.6
TCGA-CW-5587-01A
0 years, female, white, stage:Stage III, alive, 2226 days
107.6
TCGA-A3-3325-01A
0 years, male, white, stage:Stage I, dead, 1170 days
107.2
TCGA-BP-4807-01A
0 years, male, white, stage:Stage I, alive, 211 days
107.2
TCGA-B2-4101-01A
0 years, male, white, stage:Stage II, alive, 648 days
107.0
TCGA-B4-5843-01A
0 years, male, white, stage:Stage I, alive, 11 days
106.6
TCGA-BP-4975-01A
0 years, male, white, stage:Stage I, alive, 1433 days
106.4
TCGA-CJ-4904-01A
0 years, female, white, stage:Stage IV, alive, 3302 days
106.1
TCGA-B0-5084-01A
0 years, male, white, stage:Stage IV, dead, 222 days
106.1
TCGA-B0-5102-01A
0 years, female, white, stage:Stage I, dead, 2764 days
106.0
TCGA-DV-5576-01A
0 years, female, black or african american, stage:Stage I, dead, 727 days
105.8
TCGA-CZ-4857-01A
0 years, male, white, stage:Stage IV, dead, 1432 days
105.7
TCGA-A3-3380-01A
0 years, male, stage:Stage I, alive, 567 days
105.7
TCGA-DV-5569-01A
0 years, female, white, stage:Stage I, alive, 355 days
105.6
TCGA-B0-4693-01A
0 years, female, white, stage:Stage III, dead, 77 days
105.5
TCGA-B0-4848-01A
0 years, male, white, stage:Stage III, dead, 883 days
105.4
TCGA-CW-5589-01A
0 years, male, white, stage:Stage I, alive, 2378 days
105.1
TCGA-BP-4964-01A
0 years, female, white, stage:Stage I, alive, 1862 days
105.1
TCGA-BP-4784-01A
0 years, female, white, stage:Stage I, alive, 1854 days
105.1
TCGA-CJ-4907-01A
0 years, male, white, stage:Stage III, alive, 1499 days
105.1
TCGA-A3-A6NL-01A
0 years, female, black or african american, stage:Stage I, alive, 689 days
104.7
TCGA-A3-3357-01A
0 years, male, white, stage:Stage II, alive, 2688 days
104.6
TCGA-BP-4344-01A
0 years, female, white, stage:Stage I, alive, 1666 days
104.2
TCGA-B0-4852-01A
0 years, female, white, stage:Stage II, dead, 1121 days
104.0
TCGA-BP-4961-01A
0 years, male, white, stage:Stage I, alive, 1935 days
103.8
TCGA-A3-3351-01A
0 years, male, white, stage:Stage II, alive, 910 days
103.6
TCGA-A3-3307-01A
0 years, male, stage:Stage III, alive, 1436 days
103.5
TCGA-CJ-4871-01A
0 years, male, white, stage:Stage IV, alive, 2423 days
103.4
TCGA-BP-4354-01A
0 years, male, white, stage:Stage IV, dead, 1034 days
103.3
TCGA-B2-5641-01A
0 years, male, white, stage:Stage I, alive, 656 days
103.3
TCGA-B0-5709-01A
0 years, female, white, stage:Stage III, alive, 3974 days
103.2
TCGA-CJ-5680-01A
0 years, female, white, stage:Stage IV, dead, 768 days
102.7
TCGA-BP-4789-01A
0 years, male, white, stage:Stage I, alive, 1489 days
102.6
TCGA-B8-5549-01A
0 years, male, white, stage:Stage I, alive, 194 days
102.5
TCGA-A3-3317-01A
0 years, male, stage:Stage II, alive, 1491 days
102.4
TCGA-A3-3376-01A
0 years, male, black or african american, stage:Stage I, dead, 1696 days
102.2
TCGA-BP-4770-01A
0 years, female, white, stage:Stage IV, dead, 329 days
102.2
TCGA-B2-4099-01A
0 years, male, white, stage:Stage I, alive, 972 days
102.1
TCGA-A3-3329-01A
0 years, male, white, stage:Stage I, alive, 1624 days
101.6
TCGA-BP-4973-01A
0 years, male, white, stage:Stage III, alive, 1384 days
101.4
TCGA-CZ-5982-01A
0 years, female, white, stage:Stage I, alive, 2439 days
101.3
TCGA-CJ-4894-01A
0 years, male, white, stage:Stage III, dead, 841 days
101.2
TCGA-CJ-4920-01A
0 years, female, white, stage:Stage I, dead, 139 days
101.2
TCGA-B4-5834-01A
0 years, male, white, stage:Stage I, alive, 38 days
100.7
TCGA-EU-5904-01A
0 years, female, white, stage:Stage I, alive, 551 days
100.6
TCGA-B4-5836-01A
0 years, female, white, stage:Stage I, alive, 141 days
100.5
TCGA-GK-A6C7-01A
0 years, female, black or african american, stage:Stage I, alive, 61 days
100.4
TCGA-BP-4160-01A
0 years, male, white, stage:Stage III, alive, 2881 days
100.1
TCGA-B8-4154-01A
0 years, female, white, stage:Stage I, alive, 1380 days
99.7
TCGA-B0-4712-01A
0 years, male, white, stage:Stage IV, dead, 1337 days
99.3
TCGA-A3-3343-01A
0 years, male, white, stage:Stage II, alive, 945 days
99.3
TCGA-BP-5192-01A
0 years, male, white, stage:Stage I, alive, 714 days
99.1
TCGA-CZ-4862-01A
0 years, male, white, stage:Stage I, alive, 3271 days
99.1
TCGA-B0-5711-01A
0 years, male, white, stage:Stage III, alive, 3989 days
99.0
TCGA-A3-3331-01A
0 years, female, white, stage:Stage I, alive, 1257 days
98.7
TCGA-BP-4998-01A
0 years, male, asian, stage:Stage I, alive, 932 days
98.5
TCGA-CZ-4866-01A
0 years, female, white, stage:Stage I, alive, 3267 days
98.3
TCGA-CZ-5455-01A
0 years, male, white, stage:Stage IV, dead, 561 days
98.3
TCGA-BP-5202-01A
0 years, male, white, stage:Stage III, alive, 29 days
98.2
TCGA-CJ-4634-01A
0 years, female, white, stage:Stage I, alive, 3498 days
98.1
TCGA-BP-4982-01A
0 years, male, white, stage:Stage I, alive, 1014 days
98.0
TCGA-A3-3365-01A
0 years, male, white, stage:Stage I, alive, 873 days
97.8
TCGA-A3-A6NN-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
97.7
TCGA-BP-4787-01A
0 years, female, white, stage:Stage IV, dead, 480 days
97.5
TCGA-EU-5906-01A
0 years, male, white, stage:Stage I, alive, 206 days
97.2
TCGA-CW-6088-01A
0 years, male, white, stage:Stage I, alive, 3222 days
97.0
TCGA-BP-5008-01A
0 years, male, white, stage:Stage I, alive, 1071 days
97.0
TCGA-BP-5195-01A
0 years, male, white, stage:Stage I, alive, 749 days
96.9
TCGA-CW-6090-01A
0 years, male, white, stage:Stage I, alive, 2552 days
96.8
TCGA-B2-5636-01A
0 years, male, white, stage:Stage I, alive, 919 days
96.6
TCGA-BP-4765-01A
0 years, male, white, stage:Stage I, alive, 2184 days
96.4
TCGA-BP-5187-01A
0 years, male, white, stage:Stage I, alive, 406 days
96.3
TCGA-B0-4699-01A
0 years, male, white, stage:Stage IV, dead, 110 days
96.3
TCGA-BP-4803-01A
0 years, male, white, stage:Stage III, alive, 204 days
96.3
TCGA-BP-4170-01A
0 years, female, white, stage:Stage I, dead, 2343 days
96.2
TCGA-A3-3373-01A
0 years, female, white, stage:Stage I, alive, 1621 days
96.2
TCGA-A3-3323-01A
0 years, male, white, stage:Stage I, alive, 1106 days
96.2
TCGA-BP-4163-01A
0 years, female, white, stage:Stage III, alive, 2839 days
96.1
TCGA-BP-4983-01A
0 years, female, asian, stage:Stage III, alive, 1413 days
95.8
TCGA-A3-3326-01A
0 years, male, white, stage:Stage I, alive, 1137 days
95.6
TCGA-B8-A54H-01A
0 years, female, black or african american, stage:Stage II, alive, 256 days
95.4
TCGA-B0-4945-01A
0 years, female, white, stage:Stage I, dead, 2145 days
95.2
TCGA-B8-5164-01A
0 years, male, white, stage:Stage III, alive, 26 days
94.9
TCGA-CJ-4905-01A
0 years, female, white, stage:Stage I, alive, 1496 days
94.8
TCGA-BP-4325-01A
0 years, female, white, stage:Stage I, alive, 2964 days
94.7
TCGA-BP-4756-01A
0 years, female, asian, stage:Stage I, alive, 374 days
94.7
TCGA-BP-4340-01A
0 years, female, white, stage:Stage I, dead, 562 days
94.7
TCGA-A3-3359-01A
0 years, female, white, stage:Stage I, alive, 2504 days
94.6
TCGA-B0-5399-01A
0 years, male, white, stage:Stage I, alive, 1411 days
94.6
TCGA-BP-4331-01A
0 years, male, white, stage:Stage I, dead, 2454 days
94.1
TCGA-B4-5844-01A
0 years, female, white, stage:Stage II, alive, 7 days
93.9
TCGA-B8-4620-01A
0 years, female, white, stage:Stage III, alive, 777 days
93.7
TCGA-B8-4151-01A
0 years, female, white, stage:Stage III, alive, 1299 days
93.4
TCGA-BP-4760-01A
0 years, male, black or african american, stage:Stage I, alive, 2361 days
93.3
TCGA-BP-4161-01A
0 years, male, white, stage:Stage I, alive, 2746 days
93.1
TCGA-BP-4991-01A
0 years, male, white, stage:Stage I, alive, 1413 days
92.8
TCGA-BP-4169-01A
0 years, female, white, stage:Stage II, dead, 701 days
92.7
TCGA-CW-5584-01A
0 years, male, white, stage:Stage III, dead, 164 days
92.7
TCGA-CJ-4870-01A
0 years, female, black or african american, stage:Stage III, alive, 1498 days
92.5
TCGA-B8-A7U6-01A
0 years, female, black or african american, stage:Stage I, alive, 495 days
92.4
TCGA-BP-4768-01A
0 years, female, white, stage:Stage I, alive, 400 days
92.3
TCGA-B8-4622-01A
0 years, male, white, stage:Stage IV, alive, 1525 days
92.3
TCGA-CZ-5459-01A
0 years, male, white, stage:Stage III, alive, 1683 days
92.0
TCGA-CJ-4641-01A
0 years, female, white, stage:Stage IV, dead, 1661 days
92.0
TCGA-BP-4995-01A
0 years, male, white, stage:Stage I, alive, 1371 days
91.8
TCGA-BP-4977-01A
0 years, male, white, stage:Stage I, alive, 454 days
91.7
TCGA-CJ-4878-01A
0 years, female, white, stage:Stage III, alive, 2186 days
91.7
TCGA-CJ-5684-01A
0 years, male, white, stage:Stage III, alive, 2231 days
91.5
TCGA-BP-4326-01A
0 years, female, white, stage:Stage I, dead, 1625 days
91.5
TCGA-CZ-5464-01A
0 years, male, white, stage:Stage IV, alive, 2128 days
91.0
TCGA-B0-5096-01A
0 years, female, white, stage:Stage III, dead, 68 days
90.9
TCGA-BP-5194-01A
0 years, male, white, stage:Stage I, alive, 408 days
90.6
TCGA-B0-5094-01A
0 years, male, white, stage:Stage IV, dead, 333 days
90.4
TCGA-CJ-4637-01A
0 years, female, white, stage:Stage IV, dead, 2227 days
90.4
TCGA-B0-4823-01A
0 years, male, white, stage:Stage I, dead, 454 days
90.3
TCGA-AK-3461-01A
0 years, male, white, stage:Stage I, alive, 2217 days
90.2
TCGA-EU-5907-01A
0 years, male, white, stage:Stage III, alive, 127 days
90.1
TCGA-CZ-4863-01A
0 years, female, white, stage:Stage III, alive, 1928 days
89.8
TCGA-BP-5006-01A
0 years, male, white, stage:Stage I, alive, 840 days
89.3
TCGA-BP-4970-01A
0 years, male, asian, stage:Stage III, alive, 433 days
89.3
TCGA-G6-A8L8-01A
0 years, female, black or african american, stage:Stage I, dead, 1091 days
89.2
TCGA-B0-4690-01A
0 years, male, white, stage:Stage IV, dead, 43 days
88.7
TCGA-CJ-4644-01A
0 years, female, white, stage:Stage IV, dead, 336 days
88.7
TCGA-B8-5158-01A
0 years, male, white, stage:Stage III, alive, 1218 days
88.5
TCGA-CJ-6032-01A
0 years, female, white, stage:Stage II, alive, 3639 days
88.5
TCGA-CZ-4853-01A
0 years, male, white, stage:Stage I, alive, 774 days
88.5
TCGA-CZ-5456-01A
0 years, male, white, stage:Stage II, alive, 2422 days
88.4
TCGA-DV-5566-01A
0 years, female, white, stage:Stage I, alive, 1398 days
88.4
TCGA-CZ-4858-01A
0 years, male, white, stage:Stage II, dead, 2105 days
88.3
TCGA-CW-6093-01A
0 years, male, white, stage:Stage I, alive, 3146 days
88.3
TCGA-CW-5581-01A
0 years, male, white, stage:Stage I, alive, 2799 days
88.3
TCGA-A3-3316-01A
0 years, male, white, stage:Stage II, alive, 1493 days
88.2
TCGA-B0-4696-01A
0 years, male, white, stage:Stage III, dead, 866 days
88.2
TCGA-CZ-5454-01A
0 years, male, white, stage:Stage IV, dead, 722 days
88.0
TCGA-B2-3924-01A
0 years, male, white, stage:Stage I, alive, 1092 days
87.8
TCGA-BP-5182-01A
0 years, male, white, stage:Stage I, alive, 1165 days
87.5
TCGA-B0-5690-01A
0 years, female, white, stage:Stage I, alive, 3392 days
87.5
TCGA-BP-4351-01A
0 years, female, white, stage:Stage III, alive, 970 days
87.1
TCGA-BP-4166-01A
0 years, male, white, stage:Stage III, alive, 13 days
86.9
TCGA-B8-5545-01A
0 years, male, black or african american, stage:Stage I, alive, 1525 days
86.6
TCGA-A3-A6NJ-01A
0 years, female, black or african american, stage:Stage I, alive, 468 days
86.5
TCGA-B0-5095-01A
0 years, male, white, stage:Stage III, dead, 245 days
86.2
TCGA-BP-5184-01A
0 years, male, white, stage:Stage I, alive, 1133 days
86.2
TCGA-CJ-6030-01A
0 years, male, white, stage:Stage I, dead, 2299 days
85.8
TCGA-BP-4994-01A
0 years, male, white, stage:Stage I, alive, 1308 days
85.5
TCGA-DV-5573-01A
0 years, male, white, stage:Stage I, alive, 1130 days
85.4
TCGA-BP-4769-01A
0 years, male, white, stage:Stage I, alive, 1876 days
85.2
TCGA-CJ-4892-01A
0 years, female, white, stage:Stage I, alive, 1521 days
85.1
TCGA-A3-3311-01A
0 years, male, stage:Stage I, dead, 1191 days
85.0
TCGA-CJ-4872-01A
0 years, male, white, stage:Stage I, alive, 1435 days
84.9
TCGA-B2-4102-01A
0 years, male, white, stage:Stage I, alive, 952 days
84.8
TCGA-A3-A8CQ-01A
0 years, female, black or african american, stage:Stage I, alive, 3 days
84.8
TCGA-CZ-5452-01A
0 years, male, white, stage:Stage II, alive, 1789 days
84.7
TCGA-B0-5710-01A
0 years, male, white, stage:Stage I, alive, 2430 days
84.6
TCGA-B0-4838-01A
0 years, female, white, stage:Stage I, dead, 834 days
84.5
TCGA-A3-3322-01A
0 years, male, white, stage:Stage I, alive, 1478 days
84.5
TCGA-BP-5183-01A
0 years, male, white, stage:Stage III, alive, 1291 days
84.5
TCGA-BP-4999-01A
0 years, male, white, stage:Stage I, alive, 1266 days
84.1
TCGA-BP-4355-01A
0 years, female, white, stage:Stage III, dead, 953 days
84.1
TCGA-BP-4963-01A
0 years, male, white, stage:Stage I, alive, 1834 days
84.0
TCGA-B2-5639-01A
0 years, male, white, stage:Stage IV, dead, 1003 days
84.0
TCGA-CZ-5468-01A
0 years, male, white, stage:Stage IV, dead, 59 days
83.9
TCGA-BP-5189-01A
0 years, male, white, stage:Stage I, dead, 822 days
83.6
TCGA-BP-4801-01A
0 years, male, white, stage:Stage I, alive, 1124 days
83.6
TCGA-CJ-5675-01A
0 years, male, white, stage:Stage II, alive, 3936 days
83.4
TCGA-CJ-4902-01A
0 years, male, white, stage:Stage III, alive, 1520 days
83.0
TCGA-CW-5585-01A
0 years, male, white, stage:Stage IV, alive, 2609 days
83.0
TCGA-BP-4782-01A
0 years, female, white, stage:Stage I, alive, 354 days
82.2
TCGA-BP-4162-01A
0 years, female, white, stage:Stage I, alive, 3074 days
82.1
TCGA-AK-3460-01A
0 years, male, white, stage:Stage I, alive, 2508 days
82.0
TCGA-CJ-6033-01A
0 years, female, white, stage:Stage IV, dead, 224 days
81.9
TCGA-B0-4824-01A
0 years, female, white, stage:Stage I, dead, 1657 days
81.8
TCGA-B8-A8YJ-01A
0 years, female, black or african american, stage:Stage I, alive, 431 days
81.8
TCGA-CW-6087-01A
0 years, male, white, stage:Stage IV, dead, 41 days
81.7
TCGA-CJ-6027-01A
0 years, male, white, stage:Stage I, dead, 3615 days
81.7
TCGA-B0-4845-01A
0 years, male, white, stage:Stage IV, dead, 1986 days
81.2
TCGA-BP-4797-01A
0 years, male, white, stage:Stage III, alive, 1107 days
81.1
TCGA-BP-4329-01A
0 years, male, white, stage:Stage III, dead, 845 days
81.0
TCGA-B8-A54F-01A
0 years, female, black or african american, stage:Stage I, alive, 519 days
81.0
TCGA-BP-4352-01A
0 years, female, white, stage:Stage IV, dead, 344 days
80.9
TCGA-CZ-5462-01A
0 years, male, white, stage:Stage IV, dead, 311 days
80.7
TCGA-BP-4774-01A
0 years, female, white, stage:Stage I, alive, 1885 days
80.6
TCGA-BP-5170-01A
0 years, male, white, stage:Stage I, alive, 2412 days
80.6
TCGA-CZ-5988-01A
0 years, male, white, stage:Stage I, alive, 693 days
80.5
TCGA-CJ-4908-01A
0 years, male, white, stage:Stage I, alive, 1531 days
80.5
TCGA-BP-4332-01A
0 years, male, white, stage:Stage III, alive, 1133 days
80.4
TCGA-B0-5696-01A
0 years, male, white, stage:Stage III, alive, 2609 days
80.2
TCGA-CJ-4884-01A
0 years, female, white, stage:Stage III, alive, 1759 days
80.1
TCGA-BP-4766-01A
0 years, female, white, stage:Stage I, alive, 1462 days
79.9
TCGA-B0-4703-01A
0 years, male, white, stage:Stage IV, dead, 182 days
79.8
TCGA-CJ-5671-01A
0 years, male, white, stage:Stage I, alive, 3987 days
79.7
TCGA-B0-5107-01A
0 years, female, white, stage:Stage IV, dead, 927 days
79.7
TCGA-BP-4959-01A
0 years, male, white, stage:Stage I, alive, 2660 days
79.6
TCGA-B0-4849-01A
0 years, male, white, stage:Stage III, dead, 69 days
79.3
TCGA-CZ-5451-01A
0 years, male, white, stage:Stage II, alive, 1929 days
79.1
TCGA-BP-4327-01A
0 years, female, white, stage:Stage II, dead, 109 days
78.9
TCGA-CJ-4918-01A
0 years, male, white, stage:Stage IV, dead, 93 days
78.7
TCGA-BP-5196-01A
0 years, male, white, stage:Stage I, alive, 1018 days
78.6
TCGA-DV-5574-01A
0 years, male, white, stage:Stage I, alive, 2016 days
77.7
TCGA-CJ-4640-01A
0 years, male, white, stage:Stage III, alive, 3480 days
77.6
TCGA-B8-5551-01A
0 years, female, black or african american, stage:Stage I, alive, 16 days
77.6
TCGA-B0-4836-01A
0 years, male, white, stage:Stage IV, dead, 1238 days
77.4
TCGA-A3-3335-01A
0 years, male, white, stage:Stage II, alive, 1886 days
77.3
TCGA-BP-4342-01A
0 years, male, white, stage:Stage II, dead, 2256 days
76.9
TCGA-B8-4148-01A
0 years, female, white, stage:Stage I, alive, 1520 days
76.6
TCGA-CJ-4901-01A
0 years, male, white, stage:Stage III, alive, 1450 days
76.6
TCGA-BP-4346-01A
0 years, male, white, stage:Stage III, dead, 1493 days
76.4
TCGA-AK-3455-01A
0 years, female, white, stage:Stage III, dead, 683 days
76.2
TCGA-CJ-5683-01A
0 years, male, white, stage:Stage I, alive, 1889 days
75.9
TCGA-B0-5712-01A
0 years, female, black or african american, stage:Stage IV, alive, 2722 days
75.7
TCGA-CJ-4895-01A
0 years, male, white, stage:Stage IV, dead, 1200 days
75.6
TCGA-AS-3778-01A
0 years, male, white, stage:Stage I, alive, 43 days
75.5
TCGA-CZ-5470-01A
0 years, female, stage:Stage II, alive, 386 days
75.4
TCGA-B2-A4SR-01A
0 years, male, black or african american, stage:Stage II, alive, 507 days
75.4
TCGA-AK-3456-01A
0 years, male, black or african american, stage:Stage II, alive, 1143 days
75.3
TCGA-B0-5077-01A
0 years, male, white, stage:Stage I, dead, 1317 days
75.1
TCGA-BP-4173-01A
0 years, male, white, stage:Stage II, alive, 1893 days
74.9
TCGA-BP-5007-01A
0 years, male, white, stage:Stage II, alive, 1140 days
74.9
TCGA-B8-5550-01A
0 years, male, white, stage:Stage III, alive, 1476 days
74.9
TCGA-B0-4688-01A
0 years, male, white, stage:Stage IV, dead, 101 days
74.8
TCGA-CZ-5458-01A
0 years, male, white, stage:Stage III, alive, 2789 days
74.7
TCGA-B0-5108-01A
0 years, male, white, stage:Stage III, alive, 1782 days
74.6
TCGA-CZ-5460-01A
0 years, male, white, stage:Stage IV, alive, 2873 days
74.6
TCGA-CJ-5682-01A
0 years, male, white, stage:Stage IV, alive, 3736 days
74.5
TCGA-CZ-4864-01A
0 years, male, white, stage:Stage II, dead, 1315 days
74.4
TCGA-B0-5106-01A
0 years, male, white, stage:Stage I, dead, 1598 days
74.4
TCGA-CJ-4889-01A
0 years, female, white, stage:Stage I, alive, 1946 days
74.1
TCGA-AK-3450-01A
0 years, female, white, stage:Stage I, alive, 1508 days
73.9
TCGA-CJ-4893-01A
0 years, female, white, stage:Stage I, alive, 750 days
73.8
TCGA-CJ-4885-01A
0 years, male, white, stage:Stage IV, alive, 3451 days
73.7
TCGA-CZ-4859-01A
0 years, female, white, stage:Stage I, alive, 1787 days
73.7
TCGA-B0-5075-01A
0 years, female, white, stage:Stage III, dead, 637 days
73.3
TCGA-BP-5200-01A
0 years, male, white, stage:Stage II, alive, 1063 days
73.0
TCGA-MW-A4EC-01A
0 years, female, black or african american, stage:Stage I, alive, 498 days
72.7
TCGA-CJ-4916-01A
0 years, female, white, stage:Stage III, alive, 1373 days
72.6
TCGA-B2-4098-01A
0 years, female, black or african american, stage:Stage I, dead, 51 days
72.4
TCGA-B0-5700-01A
0 years, male, white, stage:Stage I, alive, 1790 days
72.3
TCGA-BP-5168-01A
0 years, male, white, stage:Stage I, dead, 1463 days
72.2
TCGA-BP-4174-01A
0 years, male, white, stage:Stage II, alive, 1879 days
71.9
TCGA-CZ-4856-01A
0 years, female, white, stage:Stage I, alive, 18 days
71.7
TCGA-CJ-5677-01A
0 years, female, white, stage:Stage IV, dead, 782 days
71.5
TCGA-A3-3319-01A
0 years, male, white, stage:Stage I, alive, 1130 days
70.9
TCGA-CZ-5457-01A
0 years, male, white, stage:Stage III, alive, 2754 days
70.9
TCGA-BP-4347-01A
0 years, male, white, stage:Stage III, alive, 1367 days
70.9
TCGA-CZ-5466-01A
0 years, male, stage:Stage III, alive, 685 days
70.9
TCGA-CZ-4865-01A
0 years, female, white, stage:Stage I, dead, 166 days
70.7
TCGA-A3-A8OW-01A
0 years, male, black or african american, stage:Stage III, alive, 323 days
70.7
TCGA-CJ-6031-01A
0 years, male, white, stage:Stage I, alive, 1906 days
70.5
TCGA-BP-5177-01A
0 years, female, white, stage:Stage I, alive, 293 days
70.1
TCGA-T7-A92I-01A
0 years, female, black or african american, stage:Stage I, alive, 356 days
70.0
TCGA-CJ-5678-01A
0 years, male, black or african american, stage:Stage IV, dead, 574 days
69.6
TCGA-B0-4816-01A
0 years, male, white, stage:Stage II, dead, 1371 days
69.4
TCGA-B0-4828-01A
0 years, male, white, stage:Stage IV, dead, 307 days
69.0
TCGA-BP-4985-01A
0 years, male, white, stage:Stage III, dead, 952 days
68.9
TCGA-BP-4349-01A
0 years, female, white, stage:Stage I, alive, 372 days
68.6
TCGA-B0-4718-01A
0 years, male, white, stage:Stage III, alive, 1778 days
68.2
TCGA-AK-3440-01A
0 years, male, white, stage:Stage I, alive, 2865 days
67.8
TCGA-DV-A4W0-01A
0 years, male, black or african american, stage:Stage I, alive, 2470 days
67.8
TCGA-CJ-5676-01A
0 years, male, white, stage:Stage III, alive, 4067 days
67.6
TCGA-B0-4818-01A
0 years, female, white, stage:Stage II, dead, 510 days
66.9
TCGA-B8-A54G-01A
0 years, male, black or african american, stage:Stage I, alive, 53 days
66.6
TCGA-BP-4158-01A
0 years, male, white, stage:Stage I, alive, 3377 days
66.5
TCGA-B0-5698-01A
0 years, male, black or african american, stage:Stage I, alive, 3631 days
66.3
TCGA-DV-5568-01A
0 years, male, white, stage:Stage I, alive, 370 days
66.1
TCGA-A3-3383-01A
0 years, male, white, stage:Stage I, alive, 861 days
65.0
TCGA-B0-5092-01A
0 years, female, white, stage:Stage IV, dead, 459 days
64.9
TCGA-AK-3429-01A
0 years, female, white, stage:Stage II, alive, 3328 days
64.7
TCGA-BP-5180-01A
0 years, male, white, stage:Stage I, alive, 2263 days
64.5
TCGA-BP-4335-01A
0 years, female, white, stage:Stage IV, dead, 475 days
64.2
TCGA-CJ-4890-01A
0 years, male, white, stage:Stage IV, alive, 3519 days
63.7
TCGA-BP-4777-01A
0 years, male, white, stage:Stage I, alive, 1731 days
63.5
TCGA-BP-4804-01A
0 years, male, white, stage:Stage I, alive, 1459 days
63.4
TCGA-A3-3313-01A
0 years, male, black or african american, stage:Stage I, dead, 735 days
63.4
TCGA-B0-5694-01A
0 years, male, white, stage:Stage III, dead, 480 days
63.3
TCGA-CJ-4876-01A
0 years, male, white, stage:Stage II, alive, 1955 days
63.2
TCGA-CJ-4868-01A
0 years, male, white, stage:Stage IV, dead, 646 days
63.0
TCGA-B0-5099-01A
0 years, female, white, stage:Stage III, dead, 485 days
62.5
TCGA-A3-A6NI-01A
0 years, male, black or african american, stage:Stage I, alive, 1018 days
62.4
TCGA-B0-5697-01A
0 years, male, white, stage:Stage I, alive, 2630 days
62.3
TCGA-A3-3363-01A
0 years, male, asian, stage:Stage II, alive, 319 days
62.2
TCGA-AK-3425-01A
0 years, male, white, stage:Stage I, alive, 3343 days
62.1
TCGA-BP-4993-01A
0 years, male, white, stage:Stage I, alive, 177 days
62.1
TCGA-AK-3434-01A
0 years, male, white, stage:Stage I, alive, 2087 days
61.8
TCGA-AK-3458-01A
0 years, male, white, stage:Stage I, alive, 1168 days
61.8
TCGA-CZ-5453-01A
0 years, male, white, stage:Stage II, dead, 2419 days
61.5
TCGA-B0-5707-01A
0 years, female, white, stage:Stage I, alive, 3744 days
61.3
TCGA-B0-4810-01A
0 years, male, white, stage:Stage III, dead, 478 days
60.9
TCGA-BP-4968-01A
0 years, male, white, stage:Stage I, alive, 1746 days
60.7
TCGA-BP-4338-01A
0 years, male, white, stage:Stage I, alive, 2859 days
60.7
TCGA-B0-4827-01A
0 years, female, white, stage:Stage III, dead, 885 days
60.7
TCGA-B0-5083-01A
0 years, male, white, stage:Stage I, dead, 1045 days
60.5
TCGA-BP-5201-01A
0 years, male, white, stage:Stage IV, alive, 951 days
60.1
TCGA-BP-4165-01A
0 years, female, white, stage:Stage I, alive, 3037 days
59.9
TCGA-B0-4706-01A
0 years, male, white, stage:Stage III, dead, 65 days
59.8
TCGA-G6-A8L6-01A
0 years, male, black or african american, stage:Stage IV, dead, 313 days
59.7
TCGA-B8-5546-01A
0 years, female, black or african american, stage:Stage I, alive, 505 days
59.7
TCGA-B2-3923-01A
0 years, male, white, stage:Stage II, alive, 992 days
59.1
TCGA-B0-4694-01A
0 years, male, white, stage:Stage III, dead, 106 days
58.4
TCGA-B8-A54J-01A
0 years, male, black or african american, stage:Stage II, alive, 528 days
58.3
TCGA-A3-3378-01A
0 years, male, white, stage:Stage I, alive, 630 days
58.2
TCGA-MM-A563-01A
0 years, male, black or african american, stage:'--, alive, 591 days
57.9
TCGA-B0-4844-01A
0 years, male, white, stage:Stage IV, dead, 313 days
57.8
TCGA-BP-4798-01A
0 years, male, white, stage:'--, dead, 334 days
57.5
TCGA-3Z-A93Z-01A
0 years, male, black or african american, stage:Stage I, alive, 385 days
57.2
TCGA-B0-4833-01A
0 years, female, white, stage:Stage I, dead, 2386 days
57.1
TCGA-B8-5162-01A
0 years, male, white, stage:Stage II, alive, 36 days
56.6
TCGA-B0-4700-01A
0 years, male, white, stage:Stage IV, dead, 1980 days
56.5
TCGA-B0-4837-01A
0 years, male, white, stage:Stage I, dead, 1378 days
56.2
TCGA-BP-4771-01A
0 years, male, white, stage:Stage IV, dead, 162 days
56.0
TCGA-A3-3324-01A
0 years, male, white, stage:Stage I, alive, 1186 days
56.0
TCGA-BP-4337-01A
0 years, female, white, stage:Stage III, dead, 2 days
55.5
TCGA-B0-5692-01A
0 years, female, white, stage:Stage III, alive, 3944 days
55.3
TCGA-B0-5109-01A
0 years, male, white, stage:Stage III, dead, 587 days
55.2
TCGA-B0-5080-01A
0 years, male, white, stage:Stage IV, dead, 342 days
54.8
TCGA-AK-3433-01A
0 years, female, white, stage:Stage II, alive, 3409 days
54.5
TCGA-B0-4713-01A
0 years, female, white, stage:Stage III, dead, 202 days
54.2
TCGA-BP-5176-01A
0 years, female, white, stage:Stage I, dead, 1590 days
54.1
TCGA-B0-5081-01A
0 years, female, white, stage:Stage III, dead, 362 days
54.1
TCGA-CJ-4891-01A
0 years, female, white, stage:Stage III, dead, 819 days
54.0
TCGA-BP-4759-01A
0 years, male, white, stage:Stage I, alive, 2372 days
53.8
TCGA-B0-4839-01A
0 years, female, white, stage:Stage I, dead, 1639 days
53.8
TCGA-CZ-5987-01A
0 years, male, white, stage:Stage IV, dead, 445 days
53.8
TCGA-BP-4345-01A
0 years, male, white, stage:Stage III, alive, 1516 days
53.3
TCGA-BP-4962-01A
0 years, male, white, stage:Stage II, alive, 1785 days
53.3
TCGA-BP-4341-01A
0 years, male, white, stage:Stage III, dead, 1589 days
52.9
TCGA-BP-5173-01A
0 years, male, white, stage:Stage I, dead, 62 days
52.8
TCGA-CJ-5672-01A
0 years, male, white, stage:Stage I, dead, 1972 days
52.6
TCGA-BP-5198-01A
0 years, male, white, stage:Stage III, alive, 603 days
52.0
TCGA-B8-A54E-01A
0 years, female, black or african american, stage:Stage I, alive, 909 days
52.0
TCGA-BP-5199-01A
0 years, male, white, stage:Stage II, alive, 1355 days
51.3
TCGA-A3-A8OV-01A
0 years, male, black or african american, stage:Stage I, alive, 340 days
51.2
TCGA-BP-5174-01A
0 years, female, white, stage:Stage I, alive, 2257 days
50.9
TCGA-CJ-4873-01A
0 years, female, white, stage:Stage III, alive, 1776 days
50.7
TCGA-AK-3443-01A
0 years, male, white, stage:Stage II, alive, 1423 days
50.4
TCGA-CJ-4900-01A
0 years, female, white, stage:Stage IV, dead, 1714 days
50.3
TCGA-B8-4619-01A
0 years, male, white, stage:Stage I, alive, 523 days
50.1
TCGA-CZ-5469-01A
0 years, male, white, stage:Stage II, dead, 946 days
49.8
TCGA-CJ-4888-01A
0 years, male, white, stage:Stage IV, dead, 1567 days
49.4
TCGA-BP-5178-01A
0 years, male, white, stage:Stage IV, dead, 1912 days
49.4
TCGA-B0-4815-01A
0 years, male, white, stage:Stage III, dead, 1588 days
48.5
TCGA-B0-5088-01A
0 years, male, white, stage:Stage I, dead, 563 days
48.1
TCGA-CJ-4882-01A
0 years, male, black or african american, stage:Stage III, alive, 1883 days
47.9
TCGA-B0-4834-01A
0 years, male, white, stage:Stage I, dead, 2090 days
47.6
TCGA-CJ-4887-01A
0 years, male, white, stage:Stage IV, dead, 932 days
47.3
TCGA-CJ-4636-01A
0 years, male, white, stage:Stage III, alive, 1924 days
47.2
TCGA-B0-4821-01A
0 years, female, asian, stage:Stage III, dead, 1230 days
46.7
TCGA-CJ-5679-01A
0 years, male, white, stage:Stage III, dead, 679 days
46.7
TCGA-CJ-4869-01A
0 years, male, white, stage:Stage III, alive, 2554 days
46.4
TCGA-BP-4799-01A
0 years, male, white, stage:Stage III, dead, 1133 days
46.2
TCGA-AS-3777-01A
0 years, male, white, stage:Stage I, alive, 1238 days
46.0
TCGA-BP-4969-01A
0 years, female, white, stage:Stage I, alive, 1794 days
46.0
TCGA-B8-A54D-01A
0 years, male, black or african american, stage:Stage III, alive, 830 days
45.7
TCGA-BP-4159-01A
0 years, male, white, stage:Stage I, dead, 2601 days
44.7
TCGA-B0-5100-01A
0 years, male, black or african american, stage:Stage III, dead, 1913 days
44.7
TCGA-A3-3374-01A
0 years, female, black or african american, stage:Stage I, alive, 1314 days
44.6
TCGA-AK-3427-01A
0 years, male, white, stage:Stage I, alive, 3583 days
44.4
TCGA-B0-5703-01A
0 years, male, white, stage:Stage I, alive, 2246 days
44.3
TCGA-BP-4776-01A
0 years, male, white, stage:Stage I, alive, 411 days
44.2
TCGA-CJ-4881-01A
0 years, male, white, stage:Stage III, alive, 2014 days
44.1
TCGA-B0-4714-01A
0 years, male, white, stage:Stage IV, dead, 99 days
43.9
TCGA-B0-5121-01A
0 years, male, white, stage:Stage I, alive, 1485 days
43.0
TCGA-6D-AA2E-01A
0 years, female, black or african american, stage:Stage I, alive, 362 days
42.8
TCGA-BP-4167-01A
0 years, male, white, stage:Stage III, alive, 2718 days
42.7
TCGA-BP-4989-01A
0 years, male, white, stage:Stage III, alive, 118 days
42.1
TCGA-A3-3328-01A
0 years, male, white, stage:Stage I, alive, 1385 days
42.0
TCGA-BP-4960-01A
0 years, male, white, stage:Stage II, alive, 2172 days
42.0
TCGA-DV-A4VX-01A
0 years, male, black or african american, stage:Stage IV, dead, 1626 days
42.0
TCGA-B0-4819-01A
0 years, female, white, stage:Stage IV, dead, 183 days
41.5
TCGA-BP-5190-01A
0 years, male, white, stage:Stage I, alive, 1011 days
41.3
TCGA-B0-4707-01A
0 years, male, white, stage:Stage III, dead, 600 days
41.0
TCGA-B0-4691-01A
0 years, male, white, stage:Stage IV, dead, 139 days
40.6
TCGA-DV-A4VZ-01A
0 years, male, black or african american, stage:Stage I, alive, 365 days
40.1
TCGA-B0-5702-01A
0 years, male, white, stage:Stage I, alive, 2172 days
40.0
TCGA-B0-4813-01A
0 years, male, white, stage:Stage III, dead, 18 days
39.5
TCGA-B0-4822-01A
0 years, male, white, stage:Stage II, dead, 1111 days
39.4
TCGA-MM-A564-01A
0 years, male, black or african american, stage:Stage II, alive, 607 days
38.9
TCGA-CJ-4638-01A
0 years, female, white, stage:Stage IV, dead, 431 days
38.9
TCGA-G6-A5PC-01A
0 years, female, black or african american, stage:Stage IV, dead, 242 days
38.7
TCGA-BP-5009-01A
0 years, male, white, stage:Stage I, dead, 1092 days
38.7
TCGA-AK-3454-01A
0 years, male, white, stage:Stage I, alive, 874 days
38.5
TCGA-BP-4971-01A
0 years, male, white, stage:Stage III, alive, 1487 days
38.5
TCGA-B8-4621-01A
0 years, male, black or african american, stage:Stage I, alive, 788 days
38.4
TCGA-B0-4817-01A
0 years, male, white, stage:Stage III, dead, 1019 days
38.2
TCGA-BP-4758-01A
0 years, male, white, stage:Stage I, alive, 2208 days
37.9
TCGA-MM-A84U-01A
0 years, female, black or african american, stage:Stage I, alive, 700 days
37.5
TCGA-AK-3453-01A
0 years, female, white, stage:Stage II, alive, 2531 days
36.9
TCGA-DV-5565-01A
0 years, male, white, stage:Stage I, alive, 1329 days
36.9
TCGA-BP-4981-01A
0 years, female, white, stage:Stage III, dead, 1097 days
36.4
TCGA-B0-4811-01A
0 years, male, white, stage:Stage III, dead, 1417 days
35.5
TCGA-AK-3465-01A
0 years, female, black or african american, stage:Stage I, alive, 369 days
35.1
TCGA-BP-5000-01A
0 years, male, white, stage:Stage I, alive, 563 days
35.0
TCGA-G6-A8L7-01A
0 years, female, black or african american, stage:Stage I, alive, 2133 days
34.2
TCGA-AK-3451-01A
0 years, male, white, stage:Stage II, alive, 2868 days
33.5
TCGA-B0-4843-01A
0 years, male, white, stage:Stage III, dead, 320 days
33.2
TCGA-B0-4847-01A
0 years, male, white, stage:Stage IV, dead, 793 days
33.0
TCGA-B0-5085-01A
0 years, female, white, stage:Stage III, dead, 770 days
32.6
TCGA-BP-4761-01A
0 years, male, white, stage:Stage III, alive, 182 days
32.3
TCGA-B0-4697-01A
0 years, female, white, stage:Stage IV, dead, 578 days
31.9
TCGA-CJ-4875-01A
0 years, male, white, stage:Stage IV, dead, 3554 days
31.6
TCGA-AK-3426-01A
0 years, male, white, stage:Stage III, dead, 885 days
31.5
TCGA-B0-5706-01A
0 years, male, white, stage:Stage II, alive, 3205 days
30.5
TCGA-B0-4842-01A
0 years, female, white, stage:Stage III, dead, 1724 days
30.1
TCGA-BP-5001-01A
0 years, female, white, stage:Stage I, alive, 1177 days
29.8
TCGA-BP-5010-01A
0 years, male, white, stage:Stage III, dead, 878 days
29.1
TCGA-CJ-4912-01A
0 years, male, white, stage:Stage II, alive, 1657 days
27.6
TCGA-BP-5191-01A
0 years, male, white, stage:Stage III, alive, 967 days
25.5
TCGA-B0-5400-01A
0 years, female, white, stage:Stage III, alive, 1733 days
25.4
TCGA-BP-4992-01A
0 years, male, white, stage:Stage I, alive, 501 days
25.1
TCGA-BP-5175-01A
0 years, male, white, stage:Stage I, alive, 932 days
24.2
TCGA-B0-5117-01A
0 years, male, white, stage:Stage I, alive, 1608 days
23.2
TCGA-BP-5185-01A
0 years, male, white, stage:Stage I, alive, 1132 days
22.7
TCGA-B8-A54I-01A
0 years, male, black or african american, stage:Stage I, alive, 150 days
20.8
TCGA-BP-4334-01A
0 years, male, white, stage:Stage III, dead, 645 days
20.2
TCGA-B0-4841-01A
0 years, male, white, stage:Stage IV, dead, 204 days
18.8
TCGA-BP-5169-01A
0 years, male, white, stage:Stage I, alive, 193 days
17.6
TCGA-AK-3447-01A
0 years, male, white, stage:Stage II, alive, 1217 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF2S3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
92.5
Number of samples
100
Samples
Sample
Description
TPM
ccRCC-97
0 years, male, NA, stage:pT1aN2M1, dead, 990 days
221.0
ccRCC-55
0 years, female, NA, stage:pT3bN0M0, alive, 1260 days
189.9
ccRCC-86
0 years, female, NA, stage:pT1bN0M0, alive, 3390 days
163.0
ccRCC-106
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
153.1
ccRCC-90
0 years, male, NA, stage:pT1aN0M0, dead, 1170 days
150.8
ccRCC-24
0 years, male, NA, stage:pT3bN0M0, dead, 750 days
146.3
ccRCC-30
0 years, male, NA, stage:pT2N0M0, dead, 420 days
136.6
ccRCC-77
0 years, male, NA, stage:pT1bN0M0, alive, 1860 days
130.0
ccRCC-34
0 years, male, NA, stage:pT3bN0M1, alive, 1530 days
128.2
ccRCC-66
0 years, female, NA, stage:pT3bN0M1, alive, 2520 days
127.8
ccRCC-62
0 years, male, NA, stage:pT1bN0M0, alive, 1620 days
126.3
ccRCC-20
0 years, female, NA, stage:pT3aN0M1, alive, 930 days
125.6
ccRCC-103
0 years, female, NA, stage:pT1aN0M0, alive, 4350 days
121.2
ccRCC-41
0 years, male, NA, stage:pT3bN0M0, dead, 540 days
120.0
ccRCC-51
0 years, male, NA, stage:pT3aN0M0, alive, 1410 days
119.5
ccRCC-56
0 years, male, NA, stage:pT1aN0M0, alive, 1950 days
118.3
ccRCC-7
0 years, female, NA, stage:pT2N0M0, alive, 330 days
117.9
ccRCC-60
0 years, female, NA, stage:pT1aN0M0, alive, 1470 days
117.8
ccRCC-104
0 years, female, NA, stage:pT1aN0M0, alive, 3480 days
114.5
ccRCC-84
0 years, male, NA, stage:pT1bN0M0, alive, 2010 days
114.5
ccRCC-11
0 years, male, NA, stage:pT1aN0M0, alive, 2370 days
113.3
ccRCC-50
0 years, male, NA, stage:pT3bN0M0, alive, 900 days
112.2
ccRCC-44
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
109.7
ccRCC-67
0 years, male, NA, stage:pT1aN0M0, dead, 1260 days
108.6
ccRCC-16
0 years, male, NA, stage:pT2N0M0, alive, 2190 days
107.9
ccRCC-79
0 years, male, NA, stage:pT1bN0M0, alive, 2670 days
107.5
ccRCC-27
0 years, male, NA, stage:pT1aN0M0, alive, 1590 days
105.2
ccRCC-80
0 years, male, NA, stage:pT2N0M0, alive, 3000 days
104.3
ccRCC-71
0 years, male, NA, stage:pT1bN0M0, alive, 2160 days
104.3
ccRCC-96
0 years, male, NA, stage:pT1aN0M0, alive, 3930 days
103.8
ccRCC-23
0 years, male, NA, stage:pT1bN0M0, alive, 1170 days
103.4
ccRCC-6
0 years, male, NA, stage:pT1bN0M0, alive, 2820 days
102.9
ccRCC-29
0 years, female, NA, stage:pT1aN0M0, alive, 1710 days
102.7
ccRCC-19
0 years, female, NA, stage:pT2N0M0, alive, 2100 days
101.5
ccRCC-18
0 years, female, NA, stage:pT1aN0M0, alive, 2130 days
100.1
ccRCC-52
0 years, female, NA, stage:pT3bN0M1, alive, 1350 days
99.5
ccRCC-87
0 years, male, NA, stage:pT1bN0M0, alive, 2370 days
98.8
ccRCC-91
0 years, male, NA, stage:pT1aN0M0, dead, 1890 days
97.3
ccRCC-93
0 years, male, NA, stage:pT1bN0M0, alive, 3660 days
96.7
ccRCC-99
0 years, female, NA, stage:pT2N0M0, alive, 3330 days
96.1
ccRCC-82
0 years, male, NA, stage:pT1aN0M0, alive, 3090 days
95.8
ccRCC-73
0 years, male, NA, stage:pT1aN0M0, alive, 2640 days
95.4
ccRCC-89
0 years, male, NA, stage:pT1aN0M0, alive, 3510 days
93.0
ccRCC-38
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
92.9
ccRCC-17
0 years, female, NA, stage:pT1bN0M0, alive, 2220 days
90.9
ccRCC-72
0 years, male, NA, stage:pT1bN0M0, alive, 2760 days
89.9
ccRCC-92
0 years, male, NA, stage:pT1aN0M0, alive, 3660 days
89.2
ccRCC-58
0 years, male, NA, stage:pT1aN0M0, alive, 1110 days
89.0
ccRCC-42
0 years, male, NA, stage:pT3aN0M0, alive, 1170 days
87.1
ccRCC-54
0 years, male, NA, stage:pT1bN0M0, alive, 1200 days
87.1
ccRCC-59
0 years, male, NA, stage:pT1bN0M0, alive, 930 days
86.9
ccRCC-1
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
86.5
ccRCC-8
0 years, male, NA, stage:pT1bN0M0, alive, 2400 days
85.3
ccRCC-76
0 years, female, NA, stage:pT3aN0M1, dead, 960 days
84.4
ccRCC-13
0 years, female, NA, stage:pT3aN2M0, dead, 540 days
83.6
ccRCC-68
0 years, male, NA, stage:pT1bN0M0, alive, 2640 days
81.9
ccRCC-85
0 years, female, NA, stage:pT1bN0M0, alive, 3330 days
81.7
ccRCC-40
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
81.6
ccRCC-95
0 years, male, NA, stage:pT1bN0M0, alive, 3960 days
81.5
ccRCC-15
0 years, female, NA, stage:pT2N0M0, dead, 2070 days
81.0
ccRCC-75
0 years, male, NA, stage:pT3aN1M1, dead, 180 days
80.9
ccRCC-88
0 years, male, NA, stage:pT1aN0M0, alive, 2880 days
80.7
ccRCC-25
0 years, male, NA, stage:pT1aN0M0, alive, 1350 days
80.3
ccRCC-100
0 years, male, NA, stage:pT1aN0M0, alive, 4260 days
80.3
ccRCC-61
0 years, male, NA, stage:pT1aN0M0, alive, 1470 days
79.6
ccRCC-94
0 years, male, NA, stage:pT1bN0M0, dead, 480 days
79.1
ccRCC-3
0 years, male, NA, stage:pT3bN1M0, dead, 240 days
77.1
ccRCC-21
0 years, male, NA, stage:pT1bN0M0, alive, 1080 days
77.1
ccRCC-81
0 years, male, NA, stage:pT3aN2M0, dead, 1290 days
75.9
ccRCC-31
0 years, male, NA, stage:pT1aN0M0, alive, 1560 days
75.1
ccRCC-78
0 years, female, NA, stage:pT1aN0M0, alive, 2610 days
74.8
ccRCC-48
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
74.5
ccRCC-65
0 years, male, NA, stage:pT3bN0M1, dead, 300 days
73.9
ccRCC-98
0 years, male, NA, stage:pT1aN0M0, alive, 30 days
73.7
ccRCC-83
0 years, male, NA, stage:pT1aN0M0, alive, 300 days
73.4
ccRCC-4
0 years, male, NA, stage:pT1bN0M0, dead, 270 days
73.0
ccRCC-12
0 years, male, NA, stage:pT1aN0M0, alive, 900 days
72.9
ccRCC-105
0 years, male, NA, stage:pT1aN0M0, alive, 2190 days
71.7
ccRCC-28
0 years, male, NA, stage:pT1bN0M0, alive, 1530 days
71.5
ccRCC-35
0 years, male, NA, stage:pT1aN0M0, alive, 1380 days
70.7
ccRCC-69
0 years, male, NA, stage:pT1aN0M0, alive, 2670 days
70.1
ccRCC-9
0 years, male, NA, stage:pT2N1M1, dead, 360 days
68.2
ccRCC-5
0 years, male, NA, stage:pT1aN0M0, alive, 2940 days
67.8
ccRCC-32
0 years, male, NA, stage:pT2N0M0, dead, 1320 days
67.5
ccRCC-22
0 years, male, NA, stage:pT3bN0M0, dead, 330 days
67.3
ccRCC-102
0 years, male, NA, stage:pT1bN0M0, alive, 4260 days
66.8
ccRCC-46
0 years, male, NA, stage:pT1bN0M0, alive, 990 days
66.6
ccRCC-14
0 years, male, NA, stage:pT3cN0M0, alive, 2280 days
65.4
ccRCC-64
0 years, male, NA, stage:pT3aN0M0, alive, 2430 days
64.3
ccRCC-45
0 years, male, NA, stage:pT1aN0M0, alive, 1020 days
63.9
ccRCC-70
0 years, male, NA, stage:pT4N0M1, dead, 540 days
63.4
ccRCC-53
0 years, male, NA, stage:pT1aN0M0, alive, 1260 days
62.5
ccRCC-39
0 years, male, NA, stage:pT2N0M0, alive, 900 days
60.1
ccRCC-49
0 years, male, NA, stage:pT3bN0M0, alive, 1290 days
52.9
ccRCC-10
0 years, male, NA, stage:pT3aN2M1, dead, 90 days
52.7
ccRCC-26
0 years, male, NA, stage:pT1bN0M0, alive, 1800 days
50.4
ccRCC-43
0 years, female, NA, stage:pT1bN0M0, alive, 1050 days
49.1
ccRCC-37
0 years, female, NA, stage:pT1aN0M0, alive, 1500 days
44.5
ccRCC-2
0 years, male, NA, stage:pT1aN0M1, dead, 2190 days
41.2
ccRCC-36
0 years, male, NA, stage:pT2N0M0, alive, 1410 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
EIF2S3 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
52.1
Number of samples
282
Samples
Sample
Description
TPM
TCGA-B3-3926-01A
0 years, female, white, stage:Stage I, alive, 883 days
175.6
TCGA-GL-7966-01A
0 years, female, white, stage:Stage III, alive, 112 days
171.3
TCGA-B9-4116-01A
0 years, female, black or african american, stage:'--, alive, 627 days
148.8
TCGA-G7-6793-01A
0 years, female, white, stage:Stage IV, dead, 336 days
137.4
TCGA-BQ-5879-01A
0 years, female, white, stage:Stage III, dead, 697 days
133.9
TCGA-2Z-A9J9-01A
0 years, male, black or african american, stage:Stage I, alive, 2294 days
129.8
TCGA-AL-3467-01A
0 years, female, white, stage:'--, alive, 2135 days
122.8
TCGA-BQ-5877-01A
0 years, male, black or african american, stage:Stage IV, dead, 270 days
122.5
TCGA-F9-A4JJ-01A
0 years, female, black or african american, stage:Stage III, dead, 325 days
118.2
TCGA-B9-4117-01A
0 years, female, black or african american, stage:'--, alive, 14 days
115.7
TCGA-UN-AAZ9-01A
0 years, female, black or african american, stage:Stage I, alive, 548 days
108.9
TCGA-G7-7501-01A
0 years, female, black or african american, stage:Stage III, dead, 624 days
108.8
TCGA-A4-7287-01A
0 years, female, white, stage:Stage I, dead, 597 days
108.4
TCGA-HE-7130-01A
female, stage:Stage III, alive, 1770 days
107.8
TCGA-A4-7915-01A
0 years, female, black or african american, stage:Stage II, alive, 7 days
107.1
TCGA-B3-4104-01A
0 years, male, white, stage:Stage II, alive, 1049 days
100.1
TCGA-5P-A9K9-01A
0 years, female, white, stage:'--, dead, 589 days
98.2
TCGA-G7-6789-01A
0 years, female, white, stage:Stage IV, dead, 122 days
96.1
TCGA-4A-A93X-01A
0 years, male, white, stage:Stage IV, alive, 390 days
95.9
TCGA-BQ-5891-01A
0 years, female, white, stage:Stage III, alive, 29 days
95.5
TCGA-BQ-5878-01A
0 years, female, white, stage:Stage III, alive, 1938 days
87.2
TCGA-BQ-7050-01A
0 years, female, white, stage:Stage I, alive, 1864 days
83.2
TCGA-SX-A71S-01A
0 years, female, white, stage:Stage I, alive, 1504 days
82.5
TCGA-PJ-A5Z8-01A
0 years, female, white, stage:Stage I, alive, 600 days
82.2
TCGA-SX-A7SP-01A
0 years, female, white, stage:Stage I, dead, 496 days
81.8
TCGA-5P-A9K3-01A
0 years, male, white, stage:'--, dead, 471 days
81.6
TCGA-A4-A5Y1-01A
0 years, male, white, stage:Stage III, dead, 395 days
78.3
TCGA-BQ-5892-01A
0 years, male, white, stage:Stage I, alive, 364 days
78.2
TCGA-DW-7839-01A
0 years, female, white, stage:Stage I, alive, 419 days
78.1
TCGA-F9-A8NY-01A
0 years, female, asian, stage:Stage IV, alive, 36 days
77.9
TCGA-2Z-A9JJ-01A
0 years, female, white, stage:Stage I, alive, 1213 days
77.7
TCGA-B9-A5W8-01A
0 years, male, black or african american, stage:Stage II, alive, 524 days
77.6
TCGA-BQ-7061-01A
0 years, female, white, stage:Stage I, alive, 218 days
77.3
TCGA-5P-A9KC-01A
0 years, female, white, stage:'--, alive, 377 days
77.2
TCGA-UZ-A9PQ-01A
0 years, male, black or african american, stage:Stage III, dead, 2624 days
76.8
TCGA-GL-7773-01A
0 years, male, white, stage:Stage I, alive, 393 days
76.8
TCGA-A4-8098-01A
0 years, male, black or african american, stage:Stage I, alive, 896 days
76.6
TCGA-EV-5901-01A
0 years, female, white, stage:Stage I, alive, 1040 days
76.5
TCGA-B3-3925-01A
0 years, male, white, stage:Stage III, alive, 1029 days
76.4
TCGA-IA-A40Y-01A
0 years, female, white, stage:Stage III, alive, 62 days
76.3
TCGA-Y8-A8RZ-01A
0 years, male, white, stage:Stage I, alive, 205 days
76.1
TCGA-5P-A9JV-01A
0 years, male, white, stage:'--, alive, 2043 days
75.9
TCGA-BQ-5893-01A
0 years, male, white, stage:Stage IV, dead, 241 days
75.7
TCGA-BQ-5882-01A
0 years, male, stage:Stage III, dead, 658 days
75.4
TCGA-GL-A9DE-01A
0 years, male, black or african american, stage:Stage I, alive, 496 days
75.1
TCGA-P4-AAVO-01A
0 years, male, white, stage:Stage I, alive, 2400 days
74.1
TCGA-P4-A5E8-01A
0 years, male, white, stage:Stage III, dead, 1306 days
73.4
TCGA-BQ-5894-01A
0 years, male, stage:Stage IV, alive, 84 days
73.3
TCGA-BQ-5876-01A
0 years, male, white, stage:Stage I, alive, 586 days
73.2
TCGA-2Z-A9JI-01A
0 years, male, white, stage:Stage III, alive, 1567 days
73.2
TCGA-A4-7997-01A
0 years, male, white, stage:Stage I, alive, 927 days
73.1
TCGA-UZ-A9PS-01A
0 years, female, black or african american, stage:Stage II, alive, 2167 days
70.6
TCGA-Y8-A894-01A
0 years, female, white, stage:Stage I, alive, 567 days
70.3
TCGA-AL-A5DJ-01A
0 years, female, white, stage:Stage III, dead, 1498 days
70.1
TCGA-IA-A40X-01A
0 years, female, black or african american, stage:Stage I, alive, 608 days
69.7
TCGA-BQ-5875-01A
0 years, female, white, stage:Stage III, alive, 2639 days
69.6
TCGA-AL-3466-01A
0 years, male, white, stage:Stage IV, dead, 293 days
69.3
TCGA-BQ-5883-01A
0 years, female, black or african american, stage:Stage I, alive, 1242 days
69.2
TCGA-BQ-7051-01A
0 years, male, white, stage:Stage II, alive, 1533 days
69.0
TCGA-MH-A855-01A
0 years, female, black or african american, stage:Stage II, alive, 369 days
68.8
TCGA-A4-7828-01A
0 years, female, black or african american, stage:Stage I, alive, 238 days
68.7
TCGA-2Z-A9J8-01A
0 years, male, white, stage:Stage I, alive, 2790 days
68.2
TCGA-AL-3473-01A
0 years, male, white, stage:Stage II, alive, 1906 days
67.4
TCGA-BQ-7053-01A
0 years, female, black or african american, stage:Stage III, alive, 1516 days
65.9
TCGA-UZ-A9PN-01A
0 years, male, white, stage:Stage III, dead, 1136 days
65.3
TCGA-P4-A5E7-01A
0 years, female, white, stage:Stage I, alive, 2649 days
65.2
TCGA-G7-6792-01A
0 years, male, black or african american, stage:Stage I, alive, 2765 days
64.6
TCGA-P4-A5EB-01A
0 years, male, white, stage:Stage I, alive, 2477 days
64.5
TCGA-B1-7332-01A
0 years, female, black or african american, stage:Stage II, alive, 1141 days
64.2
TCGA-4A-A93W-01A
0 years, female, white, stage:Stage I, alive, 4 days
63.9
TCGA-2Z-A9JS-01A
0 years, male, white, stage:Stage I, dead, 492 days
63.9
TCGA-DZ-6132-01A
0 years, male, stage:Stage I, alive, 2460 days
62.5
TCGA-HE-A5NK-01A
0 years, male, stage:'--, alive, 2228 days
62.1
TCGA-BQ-7059-01A
0 years, male, white, stage:Stage I, alive, 232 days
61.5
TCGA-5P-A9JU-01A
0 years, male, white, stage:Stage III, alive, 373 days
60.8
TCGA-G7-A8LD-01A
0 years, male, white, stage:Stage III, dead, 514 days
60.3
TCGA-F9-A97G-01A
0 years, male, asian, stage:Stage III, alive, 13 days
60.1
TCGA-A4-7734-01A
0 years, female, white, stage:Stage I, alive, 27 days
60.0
TCGA-B1-5398-01A
0 years, male, white, stage:Stage III, alive, 1251 days
59.7
TCGA-GL-A9DC-01A
0 years, female, white, stage:Stage I, alive, 392 days
59.3
TCGA-2Z-A9JO-01A
0 years, female, black or african american, stage:Stage I, alive, 949 days
59.3
TCGA-2Z-A9JN-01A
0 years, female, black or african american, stage:Stage I, alive, 740 days
58.7
TCGA-A4-7585-01A
0 years, male, white, stage:Stage III, dead, 1070 days
57.9
TCGA-BQ-7049-01A
0 years, female, white, stage:Stage I, dead, 1364 days
57.7
TCGA-5P-A9KH-01A
0 years, male, white, stage:'--, alive, 2051 days
57.5
TCGA-B3-4103-01A
0 years, male, white, stage:Stage I, alive, 930 days
56.9
TCGA-5P-A9JZ-01A
0 years, female, white, stage:'--, alive, 2744 days
56.3
TCGA-DZ-6131-01A
0 years, male, white, stage:Stage III, alive, 2429 days
56.1
TCGA-A4-7288-01A
0 years, female, white, stage:'--, alive, 1857 days
55.9
TCGA-DW-7838-01A
0 years, male, white, stage:Stage I, alive, 744 days
55.7
TCGA-DW-7842-01A
0 years, male, white, stage:Stage I, alive, 92 days
55.6
TCGA-Y8-A896-01A
0 years, male, white, stage:Stage III, alive, 567 days
55.5
TCGA-P4-A5EA-01A
0 years, female, white, stage:Stage III, dead, 201 days
54.9
TCGA-Y8-A897-01A
0 years, female, white, stage:Stage I, alive, 549 days
54.8
TCGA-G7-6797-01A
0 years, male, white, stage:Stage III, alive, 765 days
54.7
TCGA-EV-5902-01A
0 years, male, white, stage:Stage I, alive, 578 days
54.6
TCGA-P4-AAVM-01A
0 years, male, white, stage:Stage I, alive, 1539 days
54.5
TCGA-A4-7583-01A
0 years, male, black or african american, stage:Stage I, alive, 3 days
54.5
TCGA-SX-A7SM-01A
0 years, male, black or african american, stage:Stage IV, dead, 363 days
54.4
TCGA-B9-A8YI-01A
0 years, male, black or african american, stage:Stage I, alive, 374 days
54.3
TCGA-HE-A5NH-01A
0 years, male, stage:Stage I, alive, 791 days
53.8
TCGA-B3-8121-01A
0 years, female, black or african american, stage:Stage I, alive, 379 days
52.8
TCGA-A4-A57E-01A
0 years, male, white, stage:Stage IV, dead, 258 days
52.8
TCGA-DW-5560-01A
0 years, female, white, stage:Stage I, alive, 1486 days
52.6
TCGA-B9-5156-01A
0 years, male, white, stage:'--, alive, 1338 days
52.1
TCGA-O9-A75Z-01A
0 years, male, white, stage:Stage I, alive, 471 days
52.0
TCGA-BQ-5884-01A
0 years, female, black or african american, stage:Stage I, alive, 792 days
51.7
TCGA-DZ-6135-01A
0 years, male, stage:Stage I, alive, 2269 days
51.7
TCGA-4A-A93Y-01A
0 years, female, black or african american, stage:Stage II, alive, 352 days
51.6
TCGA-BQ-7044-01A
0 years, male, white, stage:Stage III, alive, 3760 days
51.5
TCGA-G7-A8LE-01A
0 years, male, white, stage:Stage I, alive, 2453 days
50.8
TCGA-B9-A69E-01A
0 years, male, white, stage:Stage III, alive, 452 days
50.3
TCGA-BQ-7048-01A
0 years, male, white, stage:Stage III, alive, 2839 days
50.1
TCGA-2Z-A9JL-01A
0 years, male, black or african american, stage:Stage I, alive, 1006 days
50.1
TCGA-IA-A83W-01A
0 years, male, white, stage:Stage I, dead, 2043 days
50.0
TCGA-A4-8312-01A
0 years, male, black or african american, stage:Stage I, alive, 708 days
49.8
TCGA-2Z-A9J7-01A
0 years, male, white, stage:Stage IV, dead, 139 days
49.3
TCGA-2Z-A9JD-01A
0 years, male, white, stage:Stage I, alive, 1060 days
49.2
TCGA-2Z-A9JR-01A
0 years, male, white, stage:Stage I, alive, 161 days
49.1
TCGA-Y8-A8S0-01A
0 years, male, white, stage:Stage I, alive, 183 days
48.7
TCGA-MH-A856-01A
0 years, male, white, stage:Stage I, alive, 947 days
48.5
TCGA-SX-A7SQ-01A
0 years, male, white, stage:Stage I, alive, 1266 days
48.2
TCGA-HE-7129-01A
male, stage:Stage II, alive, 2492 days
47.9
TCGA-5P-A9KA-01A
0 years, male, white, stage:'--, alive, 395 days
47.8
TCGA-EV-5903-01A
0 years, male, white, stage:Stage I, alive, 757 days
47.5
TCGA-UZ-A9PR-01A
0 years, male, white, stage:Stage I, alive, 2191 days
47.5
TCGA-B9-A5W9-01A
0 years, male, white, stage:Stage I, alive, 5 days
47.5
TCGA-IZ-8196-01A
0 years, male, white, stage:Stage I, alive, 649 days
47.3
TCGA-BQ-5889-01A
0 years, male, white, stage:Stage IV, dead, 329 days
47.2
TCGA-F9-A7Q0-01A
0 years, female, asian, stage:Stage I, alive, 398 days
47.1
TCGA-J7-8537-01A
0 years, female, asian, stage:Stage III, dead, 321 days
46.9
TCGA-B1-A655-01A
0 years, female, white, stage:Stage I, alive, 510 days
46.9
TCGA-A4-8516-01A
0 years, male, white, stage:Stage III, alive, 23 days
46.7
TCGA-B1-A656-01A
0 years, male, white, stage:Stage I, alive, 618 days
46.7
TCGA-B1-A654-01A
0 years, female, black or african american, stage:Stage I, alive, 616 days
46.5
TCGA-5P-A9K8-01A
0 years, female, white, stage:'--, alive, 1309 days
46.5
TCGA-IA-A83S-01A
0 years, male, white, stage:'--, dead, 2609 days
46.5
TCGA-MH-A854-01A
0 years, female, black or african american, stage:Stage I, alive, 536 days
46.4
TCGA-IA-A83V-01A
0 years, male, white, stage:Stage I, dead, 2941 days
46.4
TCGA-MH-A857-01A
0 years, male, black or african american, stage:Stage I, alive, 890 days
46.2
TCGA-PJ-A5Z9-01A
0 years, female, white, stage:Stage I, alive, 540 days
46.2
TCGA-UZ-A9Q1-01A
0 years, female, white, stage:Stage I, alive, 730 days
46.0
TCGA-5P-A9K4-01A
0 years, male, white, stage:'--, alive, 2184 days
45.9
TCGA-A4-7286-01A
0 years, male, white, stage:'--, alive, 554 days
45.8
TCGA-A4-A5Y0-01A
0 years, female, white, stage:Stage I, alive, 252 days
45.5
TCGA-KV-A6GD-01A
0 years, male, white, stage:Stage I, alive, 560 days
45.4
TCGA-J7-6720-01A
0 years, male, asian, stage:Stage I, alive, 388 days
45.3
TCGA-G7-6796-01A
0 years, male, white, stage:Stage I, alive, 2173 days
45.3
TCGA-UZ-A9PJ-01A
0 years, male, white, stage:Stage I, dead, 797 days
45.2
TCGA-BQ-5885-01A
0 years, male, white, stage:Stage III, alive, 921 days
45.0
TCGA-B1-A657-01A
0 years, male, white, stage:Stage I, alive, 641 days
44.8
TCGA-B9-A5W7-01A
0 years, male, black or african american, stage:Stage I, alive, 585 days
44.6
TCGA-2Z-A9JK-01A
0 years, male, white, stage:Stage III, alive, 1186 days
44.4
TCGA-A4-A4ZT-01A
0 years, female, white, stage:Stage I, alive, 516 days
44.4
TCGA-WN-AB4C-01A
0 years, female, white, stage:Stage I, alive, 1188 days
44.0
TCGA-2Z-A9JG-01A
0 years, male, white, stage:Stage I, alive, 1662 days
44.0
TCGA-Q2-A5QZ-01A
0 years, female, black or african american, stage:Stage III, alive, 428 days
43.9
TCGA-5P-A9K0-01A
0 years, male, white, stage:'--, alive, 677 days
43.9
TCGA-MH-A561-01A
0 years, male, white, stage:Stage I, alive, 841 days
43.8
TCGA-2K-A9WE-01A
0 years, male, white, stage:Stage II, alive, 214 days
43.8
TCGA-A4-A5XZ-01A
0 years, female, white, stage:Stage II, alive, 479 days
43.4
TCGA-SX-A7SN-01A
0 years, male, white, stage:Stage I, alive, 578 days
43.3
TCGA-B9-4113-01A
0 years, male, black or african american, stage:Stage I, dead, 1536 days
43.0
TCGA-A4-A5DU-01A
0 years, female, white, stage:Stage I, alive, 496 days
43.0
TCGA-5P-A9JW-01A
0 years, male, white, stage:'--, alive, 3241 days
42.8
TCGA-SX-A71U-01A
0 years, male, white, stage:Stage I, alive, 1357 days
42.7
TCGA-V9-A7HT-01A
0 years, male, black or african american, stage:Stage II, alive, 965 days
42.6
TCGA-AL-7173-01A
0 years, female, white, stage:Stage IV, alive, 2060 days
42.0
TCGA-UZ-A9PP-01A
0 years, male, white, stage:Stage I, alive, 3010 days
41.8
TCGA-BQ-7062-01A
0 years, male, black or african american, stage:Stage I, alive, 116 days
41.6
TCGA-A4-8310-01A
0 years, male, white, stage:Stage III, alive, 780 days
41.6
TCGA-BQ-5890-01A
0 years, male, white, stage:Stage III, alive, 233 days
41.4
TCGA-UZ-A9PO-01A
0 years, male, white, stage:Stage I, alive, 1911 days
41.4
TCGA-UZ-A9PU-01A
0 years, male, white, stage:Stage I, dead, 933 days
41.2
TCGA-DW-7837-01A
0 years, male, black or african american, stage:Stage I, alive, 1142 days
41.1
TCGA-DW-7841-01A
0 years, male, black or african american, stage:Stage I, alive, 445 days
41.1
TCGA-B9-A8YH-01A
0 years, male, black or african american, stage:Stage I, alive, 532 days
40.8
TCGA-5P-A9K6-01A
0 years, male, white, stage:'--, alive, 1914 days
40.8
TCGA-BQ-7056-01A
0 years, female, white, stage:Stage III, alive, 612 days
40.3
TCGA-GL-A59R-01A
0 years, male, white, stage:Stage III, alive, 378 days
40.1
TCGA-2Z-A9JM-01A
0 years, male, white, stage:Stage I, alive, 934 days
39.9
TCGA-SX-A71W-01A
0 years, male, white, stage:Stage I, alive, 1076 days
39.9
TCGA-HE-A5NJ-01A
0 years, male, stage:'--, alive, 1726 days
39.9
TCGA-A4-8630-01A
0 years, female, white, stage:Stage I, alive, 436 days
39.7
TCGA-BQ-5888-01A
0 years, female, white, stage:Stage I, alive, 403 days
39.5
TCGA-UZ-A9PM-01A
0 years, male, white, stage:Stage II, alive, 3811 days
39.4
TCGA-IZ-8195-01A
0 years, male, white, stage:Stage II, alive, 677 days
39.3
TCGA-KV-A74V-01A
0 years, male, white, stage:Stage I, alive, 347 days
39.3
TCGA-SX-A71V-01A
0 years, male, white, stage:Stage I, alive, 876 days
39.1
TCGA-SX-A7SR-01A
0 years, male, white, stage:Stage II, alive, 805 days
38.8
TCGA-P4-AAVL-01A
0 years, male, white, stage:Stage III, dead, 487 days
38.6
TCGA-B9-4115-01A
0 years, male, black or african american, stage:Stage I, alive, 803 days
38.5
TCGA-IA-A83T-01A
0 years, male, white, stage:'--, dead, 2684 days
38.2
TCGA-DZ-6133-01A
0 years, female, white, stage:Stage I, dead, 1557 days
38.1
TCGA-BQ-7046-01A
0 years, male, white, stage:Stage I, alive, 2948 days
37.9
TCGA-UZ-A9PL-01A
0 years, male, white, stage:Stage II, alive, 3152 days
37.6
TCGA-B3-A6W5-01A
0 years, male, black or african american, stage:Stage I, alive, 309 days
37.3
TCGA-BQ-7055-01A
0 years, male, white, stage:Stage I, alive, 799 days
37.0
TCGA-A4-7732-01A
0 years, male, black or african american, stage:'--, alive, 582 days
36.6
TCGA-BQ-7060-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days
36.5
TCGA-5P-A9KE-01A
0 years, male, white, stage:'--, alive, 824 days
36.5
TCGA-A4-8518-01A
0 years, male, white, stage:Stage I, alive, 600 days
36.5
TCGA-GL-6846-01A
0 years, male, white, stage:Stage IV, alive, 5925 days
36.3
TCGA-Y8-A895-01A
0 years, male, white, stage:Stage I, alive, 484 days
36.2
TCGA-GL-A9DD-01A
0 years, male, white, stage:Stage I, alive, 341 days
36.1
TCGA-IA-A40U-01A
0 years, male, white, stage:Stage III, alive, 511 days
36.0
TCGA-2Z-A9J6-01A
0 years, male, white, stage:Stage I, alive, 1731 days
36.0
TCGA-5P-A9KF-01A
0 years, male, white, stage:'--, alive, 845 days
35.9
TCGA-Y8-A898-01A
0 years, male, white, stage:Stage I, alive, 475 days
35.8
TCGA-HE-A5NF-01A
0 years, male, stage:Stage I, alive, 2582 days
35.7
TCGA-UZ-A9PK-01A
0 years, male, white, stage:Stage I, alive, 3571 days
35.5
TCGA-KV-A6GE-01A
0 years, male, white, stage:Stage I, alive, 885 days
35.3
TCGA-B9-5155-01A
0 years, male, white, stage:Stage III, alive, 665 days
35.1
TCGA-UZ-A9PX-01A
0 years, male, white, stage:Stage I, alive, 1981 days
35.1
TCGA-A4-A6HP-01A
0 years, male, white, stage:Stage I, alive, 379 days
34.9
TCGA-2Z-A9J1-01A
0 years, male, white, stage:Stage I, alive, 2298 days
34.8
TCGA-SX-A7SO-01A
0 years, male, white, stage:Stage I, alive, 1257 days
34.5
TCGA-2Z-A9J2-01A
0 years, female, white, stage:Stage I, alive, 1795 days
34.3
TCGA-2Z-A9JE-01A
0 years, male, white, stage:Stage I, alive, 1728 days
34.3
TCGA-2Z-A9J3-01A
0 years, male, white, stage:Stage II, dead, 1771 days
33.9
TCGA-SX-A7SU-01A
0 years, male, stage:Stage I, alive, 1331 days
33.9
TCGA-WN-A9G9-01A
0 years, male, white, stage:Stage I, alive, 791 days
33.9
TCGA-AL-3468-01A
0 years, male, white, stage:Stage II, dead, 2331 days
33.9
TCGA-SX-A7SS-01A
0 years, male, white, stage:Stage I, alive, 1615 days
33.6
TCGA-DW-7836-01A
0 years, male, white, stage:Stage I, alive, 1093 days
33.4
TCGA-A4-7584-01A
0 years, male, black or african american, stage:Stage I, alive, 650 days
32.9
TCGA-IZ-A6M8-01A
0 years, male, black or african american, stage:Stage I, alive, 497 days
32.9
TCGA-G7-A8LC-01A
0 years, male, white, stage:Stage I, alive, 702 days
32.9
TCGA-P4-A5E6-01A
0 years, male, black or african american, stage:Stage III, alive, 3035 days
32.5
TCGA-A4-8517-01A
0 years, male, white, stage:Stage I, alive, 597 days
32.4
TCGA-DZ-6134-01A
0 years, male, white, stage:Stage I, alive, 1856 days
32.2
TCGA-A4-8515-01A
0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days
32.0
TCGA-BQ-5880-01A
0 years, male, white, stage:Stage III, dead, 1314 days
32.0
TCGA-BQ-5887-01A
0 years, male, white, stage:Stage III, alive, 771 days
32.0
TCGA-MH-A55W-01A
0 years, male, black or african american, stage:Stage I, alive, 1043 days
31.9
TCGA-BQ-7058-01A
0 years, male, white, stage:Stage III, dead, 343 days
31.9
TCGA-IZ-A6M9-01A
0 years, male, white, stage:Stage I, alive, 376 days
31.6
TCGA-P4-A5ED-01A
0 years, male, white, stage:Stage I, alive, 2816 days
31.6
TCGA-Y8-A8RY-01A
0 years, male, white, stage:Stage I, alive, 769 days
31.5
TCGA-P4-AAVK-01A
0 years, male, white, stage:Stage III, alive, 1590 days
31.4
TCGA-UZ-A9PZ-01A
0 years, male, white, stage:Stage III, alive, 657 days
31.0
TCGA-BQ-7045-01A
0 years, male, black or african american, stage:Stage I, dead, 1468 days
31.0
TCGA-B1-A47O-01A
0 years, female, white, stage:Stage I, alive, 842 days
30.6
TCGA-G7-A4TM-01A
0 years, male, black or african american, stage:Stage I, alive, 768 days
30.4
TCGA-2Z-A9J5-01A
0 years, male, white, stage:Stage II, alive, 3050 days
30.2
TCGA-A4-A48D-01A
0 years, male, black or african american, stage:Stage I, alive, 379 days
30.0
TCGA-B1-A47M-01A
0 years, male, black or african american, stage:Stage III, alive, 659 days
29.8
TCGA-SX-A7SL-01A
0 years, male, stage:Stage I, alive, 823 days
29.5
TCGA-AL-3471-01A
0 years, male, white, stage:Stage I, dead, 1500 days
29.5
TCGA-B9-4114-01A
0 years, male, black or african american, stage:'--, alive, 857 days
29.0
TCGA-5P-A9K2-01A
0 years, male, white, stage:'--, alive, 2392 days
28.8
TCGA-HE-A5NL-01A
0 years, male, stage:Stage I, alive, 767 days
28.5
TCGA-GL-A4EM-01A
0 years, male, white, stage:Stage I, alive, 32 days
28.4
TCGA-AT-A5NU-01A
0 years, male, white, stage:Stage I, alive, 67 days
28.3
TCGA-DW-5561-01A
0 years, male, black or african american, stage:Stage I, alive, 414 days
28.3
TCGA-2Z-A9JQ-01A
0 years, male, white, stage:Stage I, alive, 778 days
28.2
TCGA-GL-A59T-01A
0 years, male, white, stage:Stage I, alive, 546 days
27.8
TCGA-F9-A7VF-01A
0 years, female, white, stage:Stage I, alive, 73 days
27.7
TCGA-5P-A9JY-01A
0 years, male, white, stage:'--, dead, 1508 days
27.3
TCGA-AL-3472-01A
0 years, male, black or african american, stage:'--, alive, 2029 days
27.0
TCGA-2Z-A9JP-01A
0 years, male, white, stage:Stage I, alive, 893 days
26.3
TCGA-GL-8500-01A
0 years, male, white, stage:Stage I, alive, 841 days
26.2
TCGA-DW-7840-01A
0 years, male, black or african american, stage:Stage I, alive, 114 days
26.1
TCGA-DW-7834-01A
0 years, male, white, stage:Stage I, alive, 3950 days
25.8
TCGA-UZ-A9Q0-01A
0 years, male, white, stage:Stage I, alive, 3368 days
25.5
TCGA-UZ-A9PV-01A
0 years, male, white, stage:Stage I, alive, 1444 days
25.5
TCGA-MH-A55Z-01A
0 years, male, black or african american, stage:Stage I, alive, 845 days
25.4
TCGA-SX-A71R-01A
0 years, male, white, stage:Stage I, alive, 1457 days
25.2
TCGA-A4-8311-01A
0 years, male, white, stage:Stage I, alive, 729 days
24.3
TCGA-MH-A562-01A
0 years, male, black or african american, stage:Stage I, alive, 616 days
24.3
TCGA-Y8-A8S1-01A
0 years, male, white, stage:Stage I, alive, 404 days
23.7
TCGA-BQ-5886-01A
0 years, male, white, stage:Stage III, alive, 792 days
21.3
TCGA-J7-A8I2-01A
0 years, male, asian, stage:Stage I, alive, 307 days
20.8
TCGA-G7-A8LB-01A
0 years, male, white, stage:Stage IV, alive, 547 days
20.6
TCGA-BQ-5881-01A
0 years, male, white, stage:Stage I, alive, 1454 days
20.5
TCGA-2Z-A9JT-01A
0 years, male, white, stage:Stage I, alive, 684 days
19.7
TCGA-B1-A47N-01A
0 years, male, white, stage:Stage I, alive, 1110 days
19.3
TCGA-B9-4617-01A
0 years, male, black or african american, stage:'--, alive, 35 days
19.3
TCGA-B9-A44B-01A
0 years, male, black or african american, stage:Stage III, alive, 361 days
19.0
TCGA-HE-A5NI-01A
0 years, male, stage:Stage I, alive, 360 days
17.8
TCGA-MH-A560-01A
0 years, male, white, stage:Stage I, alive, 924 days
16.2
TCGA-G7-6795-01A
0 years, male, white, stage:Stage I, alive, 1194 days
13.1
Show allShow less
RENAL CELL CARCINOMA - Protein relative expression (CPTAC)
Number of samples
194
Samples
Sample ID
Sample type
nRPX
CPT0001340003
Tumor
0.6
CPT0077110003
Tumor
0.6
CPT0086950003
Tumor
0.6
CPT0001260009
Tumor
0.6
CPT0088550004
Tumor
0.5
CPT0084560003
Tumor
0.5
CPT0002270011
Tumor
0.5
CPT0012180003
Tumor
0.4
CPT0017850003
Tumor
0.4
CPT0025230003
Tumor
0.4
CPT0078660003
Tumor
0.4
CPT0088970003
Tumor
0.4
CPT0026410003
Tumor
0.4
CPT0001180009
Tumor
0.4
CPT0021240003
Tumor
0.4
CPT0012550003
Tumor
0.4
CPT0024670003
Tumor
0.4
CPT0023350003
Tumor
0.3
CPT0075130003
Tumor
0.3
CPT0081880003
Tumor
0.3
CPT0086870003
Tumor
0.3
CPT0010110003
Tumor
0.3
CPT0079180003
Tumor
0.3
CPT0078800003
Tumor
0.3
CPT0012080003
Tumor
0.3
CPT0001540009
Tumor
0.3
CPT0076350001
Normal
0.3
CPT0017410003
Tumor
0.2
CPT0009000003
Tumor
0.2
CPT0011410003
Tumor
0.2
CPT0088690003
Tumor
0.2
CPT0078510003
Tumor
0.2
CPT0069160003
Tumor
0.2
CPT0079430001
Normal
0.2
CPT0012280003
Tumor
0.2
CPT0065810003
Tumor
0.2
CPT0017450001
Normal
0.2
CPT0077320001
Normal
0.2
CPT0007320003
Tumor
0.2
CPT0079410003
Tumor
0.2
CPT0001270001
Normal
0.2
CPT0002350011
Tumor
0.2
CPT0086360003
Tumor
0.2
CPT0078990003
Tumor
0.2
CPT0081990003
Tumor
0.2
CPT0012570003
Normal
0.2
CPT0001350001
Normal
0.2
CPT0092740003
Normal
0.1
CPT0086820003
Tumor
0.1
CPT0025610001
Normal
0.1
CPT0079270003
Tumor
0.1
CPT0075170001
Normal
0.1
CPT0076330003
Tumor
0.1
CPT0065450001
Normal
0.1
CPT0013790003
Normal
0.1
CPT0079480003
Tumor
0.1
CPT0084590001
Normal
0.1
CPT0014130001
Normal
0.1
CPT0012370003
Tumor
0.1
CPT0088920001
Normal
0.1
CPT0075720003
Tumor
0.1
CPT0075570001
Normal
0.1
CPT0009060003
Tumor
0.1
CPT0006950001
Normal
0.1
CPT0077490003
Tumor
0.1
CPT0089040001
Normal
0.1
CPT0081620001
Normal
0.1
CPT0012670003
Tumor
0.1
CPT0012900004
Tumor
0.1
CPT0012090003
Normal
0.1
CPT0012290003
Normal
0.1
CPT0025050003
Tumor
0.1
CPT0092190003
Normal
0.1
CPT0025110003
Tumor
0.1
CPT0014450004
Tumor
0.1
CPT0025060001
Normal
0.1
CPT0077140001
Normal
0.1
CPT0012640003
Normal
0.1
CPT0018250001
Normal
0.1
CPT0001190001
Normal
0.1
CPT0082010001
Normal
0.1
CPT0000890001
Normal
0.1
CPT0000790001
Normal
0.1
CPT0006530001
Normal
0.1
CPT0088480003
Tumor
0.1
CPT0025880003
Tumor
0.1
CPT0066520001
Normal
0.1
CPT0078840001
Normal
0.1
CPT0088630003
Tumor
0.1
CPT0079380003
Tumor
0.1
CPT0079000001
Normal
0.1
CPT0089480003
Normal
0.1
CPT0006730001
Normal
0.1
CPT0010120001
Normal
0.1
CPT0007870001
Normal
0.1
CPT0092310003
Normal
0.1
CPT0081600003
Tumor
0.1
CPT0023360001
Normal
0.1
CPT0015910003
Tumor
0.1
CPT0065430003
Tumor
0.1
CPT0026420001
Normal
0.1
CPT0065820001
Normal
0.1
CPT0010170001
Normal
0.1
CPT0088760003
Tumor
0.1
CPT0078830003
Tumor
0.1
CPT0085670003
Tumor
0.0
CPT0079300001
Normal
0.0
CPT0063640001
Normal
0.0
CPT0088780001
Normal
0.0
CPT0069190001
Normal
0.0
CPT0023710001
Normal
0.0
CPT0092800003
Normal
0.0
CPT0066480003
Tumor
0.0
CPT0000660001
Normal
0.0
CPT0078670001
Normal
0.0
CPT0012770003
Normal
0.0
CPT0087050003
Normal
0.0
CPT0078940001
Normal
0.0
CPT0014350001
Normal
0.0
CPT0077500001
Normal
0.0
CPT0012920003
Normal
0.0
CPT0025350003
Tumor
0.0
CPT0065870003
Tumor
0.0
CPT0015810003
Tumor
0.0
CPT0071150004
Tumor
0.0
CPT0088570001
Normal
0.0
CPT0014470001
Normal
0.0
CPT0088710001
Normal
0.0
CPT0025580004
Tumor
0.0
CPT0069000003
Tumor
0.0
CPT0086890003
Normal
0.0
CPT0086970003
Normal
0.0
CPT0088500001
Normal
0.0
CPT0064400001
Normal
0.0
CPT0014370004
Tumor
0.0
CPT0065690003
Tumor
0.0
CPT0065930003
Tumor
0.0
CPT0015730003
Tumor
0.0
CPT0011240003
Tumor
0.0
CPT0066430001
Normal
0.0
CPT0020020001
Normal
0.0
CPT0020130001
Normal
0.0
CPT0001550001
Normal
0.0
CPT0079230003
Tumor
0.0
CPT0075560003
Tumor
0.0
CPT0009080003
Normal
0.0
CPT0086030003
Tumor
0.0
CPT0092730003
Tumor
0.0
CPT0086370003
Normal
0.0
CPT0002370001
Normal
0.0
CPT0063330001
Normal
0.0
CPT0086830003
Normal
0.0
CPT0009020003
Normal
0.0
CPT0007470001
Normal
0.0
CPT0001510001
Normal
0.0
CPT0024680001
Normal
0.0
CPT0092160003
Tumor
0.0
CPT0019130003
Tumor
0.0
CPT0019160001
Normal
0.0
CPT0088640003
Normal
0.0
CPT0069010001
Normal
0.0
CPT0079510001
Normal
-0.1
CPT0001230001
Normal
-0.1
CPT0000870016
Tumor
-0.1
CPT0025290003
Tumor
-0.1
CPT0020120003
Tumor
-0.1
CPT0006440003
Tumor
-0.1
CPT0010160003
Tumor
-0.1
CPT0063320003
Tumor
-0.1
CPT0063630003
Tumor
-0.1
CPT0025170003
Tumor
-0.1
CPT0025920001
Normal
-0.1
CPT0001220008
Tumor
-0.1
CPT0066470004
Tumor
-0.1
CPT0014160003
Tumor
-0.1
CPT0006630003
Tumor
-0.1
CPT0006900003
Tumor
-0.1
CPT0092790003
Tumor
-0.1
CPT0089020003
Tumor
-0.1
CPT0065750003
Tumor
-0.1
CPT0001500009
Tumor
-0.2
CPT0000780007
Tumor
-0.2
CPT0064370003
Tumor
-0.2
CPT0078930003
Tumor
-0.2
CPT0023690003
Tumor
-0.2
CPT0007860003
Tumor
-0.2
CPT0078530001
Normal
-0.2
CPT0019990003
Tumor
-0.2
CPT0088900003
Tumor
-0.2
CPT0087040003
Tumor
-0.2
CPT0092290003
Tumor
-0.3
CPT0089460004
Tumor
-0.3
CPT0000640003
Tumor
-0.3
CPT0077310003
Tumor
-0.4
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RENAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
Antibody stainingi
Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells.
Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.
The Human Protein Atlas project is funded
